# ![@mdancho84 Avatar](https://lunarcrush.com/gi/w:26/cr:twitter::815555071517872128.png) @mdancho84 🔥 Matt Dancho (Business Science) 🔥

🔥 Matt Dancho (Business Science) 🔥 posts on X about ai, open ai, business, science the most. They currently have [------] followers and [----] posts still getting attention that total [-------] engagements in the last [--] hours.

### Engagements: [-------] [#](/creator/twitter::815555071517872128/interactions)
![Engagements Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::815555071517872128/c:line/m:interactions.svg)

- [--] Week [-------] -6.50%
- [--] Month [---------] +23%
- [--] Months [---------] -32%
- [--] Year [----------] +194%

### Mentions: [--] [#](/creator/twitter::815555071517872128/posts_active)
![Mentions Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::815555071517872128/c:line/m:posts_active.svg)

- [--] Month [---] -6.20%
- [--] Months [-----] +123%
- [--] Year [-----] +153%

### Followers: [------] [#](/creator/twitter::815555071517872128/followers)
![Followers Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::815555071517872128/c:line/m:followers.svg)

- [--] Week [------] +0.31%
- [--] Month [------] +2.30%
- [--] Months [------] +11%
- [--] Year [------] +39%

### CreatorRank: [-------] [#](/creator/twitter::815555071517872128/influencer_rank)
![CreatorRank Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::815555071517872128/c:line/m:influencer_rank.svg)

### Social Influence

**Social category influence**
[technology brands](/list/technology-brands)  [stocks](/list/stocks)  [social networks](/list/social-networks)  [finance](/list/finance)  [countries](/list/countries)  [cryptocurrencies](/list/cryptocurrencies)  [fashion brands](/list/fashion-brands)  [financial services](/list/financial-services)  [automotive brands](/list/automotive-brands) 

**Social topic influence**
[ai](/topic/ai) #4324, [open ai](/topic/open-ai) #2181, [business](/topic/business) #743, [science](/topic/science) #687, [tableau](/topic/tableau), [generative](/topic/generative) #93, [python](/topic/python) #75, [$googl](/topic/$googl) #710, [6969](/topic/6969), [if you](/topic/if-you)

**Top accounts mentioned or mentioned by**
[@virattt](/creator/undefined) [@quantscience](/creator/undefined) [@theaiinvestor](/creator/undefined) [@tickersymbolyou](/creator/undefined) [@alexxubyte](/creator/undefined) [@marketmoves_lr](/creator/undefined) [@snowflakedb](/creator/undefined) [@bizscienc](/creator/undefined) [@pyquantnews](/creator/undefined) [@openbbfinance](/creator/undefined) [@didierlopes](/creator/undefined) [@somthebuilder](/creator/undefined) [@william_r2rclub](/creator/undefined) [@ghostaisystems](/creator/undefined) [@520507](/creator/undefined) [@aakashg0](/creator/undefined) [@dataandme](/creator/undefined) [@apreshill](/creator/undefined) [@guangchuangyu](/creator/undefined) [@alicejmeadows](/creator/undefined)

**Top assets mentioned**
[Alphabet Inc Class A (GOOGL)](/topic/$googl) [Microsoft Corp. (MSFT)](/topic/microsoft) [Goldman Sachs (GS)](/topic/goldman-sachs) [Uber Technologies, Inc. (UBER)](/topic/$uber) [Quant (QNT)](/topic/quant) [IBM (IBM)](/topic/ibm)
### Top Social Posts
Top posts by engagements in the last [--] hours

"Git (& GitHub) are skills that I can't live without. Yet I really struggled with Git when I started learning #datascience. Here's a short article that overviews key Git commands. The git trends are increasing in [----]. #machinelearning #rstats #python #R https://buff.ly/3uUJMfH https://buff.ly/3uUJMfH"  
[X Link](https://x.com/mdancho84/status/1449716079203426304)  2021-10-17T12:37Z 90.8K followers, [---] engagements


"My #1 tool for exploratory data analysis. Saves me so much time. So I made a tutorial for you. ❤ Article: #DataScience #RStats https://buff.ly/3xDo3ev https://buff.ly/3xDo3ev"  
[X Link](https://x.com/mdancho84/status/1642144030308925440)  2023-04-01T12:37Z 92.5K followers, 63.4K engagements


"Time series easier faster and more fun. Pytimetk. I've made progress on the new anomalize function for pytimetk. In [--] easy step breakdown identify and clean anomalies. This is how. 🧵 #datascience #timeseries"  
[X Link](https://x.com/mdancho84/status/1717738665961574560)  2023-10-27T03:03Z 88.1K followers, 74.1K engagements


"Can ChatGPT be used for Time Series Heres a free tutorial: #datascience #rstats #timeseries #chatgpt https://buff.ly/3OF4ElA https://buff.ly/3OF4ElA"  
[X Link](https://x.com/mdancho84/status/1723379563747594624)  2023-11-11T16:38Z 92K followers, 28.7K engagements


"Want to learn how to use chatgpt to build data science web applications Sign up for my free workshop I lay out my entire process for building machine learning models and web apps. Seats are limited. Register here: 👉 https://buff.ly/46HzzF4 https://buff.ly/46HzzF4"  
[X Link](https://x.com/mdancho84/status/1723379565215498393)  2023-11-11T16:38Z 92K followers, [---] engagements


"I love the R ecosystem. Its amazing for real-world data science. But it took me [--] years to learn. So I put a 40-min webinar together that consolidates my [--] secrets from trial & error. Learn more about what worked for me in my free webinar. #rstats https://buff.ly/46T59QB https://buff.ly/46T59QB"  
[X Link](https://x.com/mdancho84/status/1728090607489360379)  2023-11-24T16:38Z 92K followers, 29.2K engagements


"It took me [--] years to master all [--] of these statistics concepts. In the next [--] days I'll teach them to you one by one (with examples of how I've used them in business cases). Here's what's coming: [--]. Probability Distribution [--]. Regression [--]. Hypothesis Testing [--]. Central Tendency [--]. Bayesian Statistics [--]. Descriptive Statistics [--]. Distribution [--]. Sampling [--]. Confidence Interval [--]. Correlation [--]. Covariance [--]. Dimensionality Reduction [--]. Central Limit Theorem [--]. Normal Distribution [--]. Population and Sample [--]. Skewness [--]. Variance [--]. Data Types [--]. Probability [--]. Conditional"  
[X Link](https://x.com/mdancho84/status/1762579984118403157)  2024-02-27T20:46Z 89.9K followers, 130.2K engagements


"Super excited In [--] hours I have a LIVE Bayesian Marketing Mix Modeling (MMM) workshop with SPECIAL GUESTS PyMC Labs founders Thomas Wiecki PhD and Alexandre Andorra Here's what we are covering: [--]. What is Marketing Mix Modeling (and why it's important for data scientists in Marketing Analytics) [--]. Why Bayesian (and how it helps improve insights vs frequentist methods) [--]. Full 300+ line Python Tutorial of Bayesian MMM with PyMC and PyMC-Marketing packages. [--]. Free Python Cheat Sheet for all who attend live. Over 1500+ have registered. This is exciting 🤩 👉 Register here (seats are limited):"  
[X Link](https://x.com/mdancho84/status/1770455594190635273)  2024-03-20T14:21Z 89.1K followers, [----] engagements


"Data scientists The worst thing we can do is ignore AI. The world is changing fast. And I've had numerous conversations with startups people who work at AWS and Snowflake. The more I dive into AI the more power I see coming from it. So if you're curious about AI or even just bored with your current role. I invite you to a live learning event and course launch: Python for Generative AI Applications. I'm excited to share what I've been building. And how learning these skills will change businesses as we know it. The future is here. 👉Join my live AI launch event:"  
[X Link](https://x.com/mdancho84/status/1781309102091624807)  2024-04-19T13:09Z 87.9K followers, [----] engagements


"My top [--] #AI tools for data scientists + what they do. [--]. #ChatGPT:Writes code based on natural language prompts.Converts code from one language to another.Builds entire scripts using Chat interface. [--]. #GitHub #Copilot:A VSCode Extension for AI Pair Programming.Comments and function names are turned into coding suggestions. [--]. #Mintlify:Turns your code into beautiful documentation. [--]. #Snyk (Deepcode):Code quality and security AI that examines your code & identifies bugs + vulnerabilities. [--]. #Midjourney:Creates high-resolution artwork.Great for presentations. I'm road-testing all of these."  
[X Link](https://x.com/mdancho84/status/1782097185867219222)  2024-04-21T17:20Z 88.2K followers, 16.6K engagements


"Understanding P-Values is essential for improving regression models. In [--] minutes learn what took me [--] years to figure out. [--]. The p-value: A p-value in statistics is a measure used to assess the strength of the evidence against a null hypothesis. [--]. Null Hypothesis (H0): This is a general statement or default position that there is no relationship between two measured phenomena or no association among groups. For example the regressor does not affect the outcome. [--]. Alternative Hypothesis (H1): This is what you want to test for. It is often the opposite of the null hypothesis. For example"  
[X Link](https://x.com/mdancho84/status/1801638140878168376)  2024-06-14T15:29Z 91.6K followers, 337.1K engagements


"Logistic Regression is the most important foundational algorithm in Classification Modeling. In [--] minutes I'll teach you what took me [--] months to learn. Let's dive in: [--]. Logistic regression is a statistical method used for analyzing a dataset in which there are one or more independent variables that determine a binary outcome (in which there are only two possible outcomes). This is commonly called a binary classification problem. [--]. The Logit (Log-Odds): The formula estimates the log-odds or logit. The right-hand side is the same as the form for linear regression. But the left-hand side is"  
[X Link](https://x.com/mdancho84/status/1805232924981084267)  2024-06-24T13:34Z 92.6K followers, 77.6K engagements


"Logistic Regression is the most important foundational algorithm in Classification Modeling. In [--] minutes I'll teach you what took me [--] months to learn. Let's dive in: [--]. Logistic regression is a statistical method used for analyzing a dataset in which there are one or more independent variables that determine a binary outcome (in which there are only two possible outcomes). This is commonly called a binary classification problem. [--]. The Logit (Log-Odds): The formula estimates the log-odds or logit. The right-hand side is the same as the form for linear regression. But the left-hand side is"  
[X Link](https://x.com/mdancho84/status/1812870081048682760)  2024-07-15T15:21Z 91.8K followers, 75.8K engagements


"Macroeconomic Indicators in Forecasts in Python (September 5th) Special Guest: Jonathan Regenstein of Snowflake I'll share how I used Oil Prices to improve business forecasting (and save my company from laying off people)"  
[X Link](https://x.com/mdancho84/status/1831424721679749192)  2024-09-04T20:10Z 87.9K followers, 20.8K engagements


"Need to plot distributions Introducing ggdist:"  
[X Link](https://x.com/mdancho84/status/1854198953509609890)  2024-11-06T16:27Z 92K followers, 26.5K engagements


"Python has crazy forecasting libraries. Let me introduce you to Kats by Meta (Facebook)"  
[X Link](https://x.com/mdancho84/status/1873768134978548034)  2024-12-30T16:28Z 68.1K followers, 183.6K engagements


"I'm excited to introduce my AI Machine Learning Agent that built [--] ML models in [--] seconds. Today I'll share with you how to automate building 100s of ML models with the AI ML Agent which is available on GitHub. We'll create an ML Agent focusing on a Customer Churn Problem. I'll guide you through setting up the ML Agent creating dozens of ML models and loading the best model for production. This AI is a huge time-saver Table of Contents: 00:00 Introduction to my AI Data Science Team 02:56 Setting Up AI Data Science Team 04:48 Running the ML Agent Code 07:12 Create (and Run) the AI Machine"  
[X Link](https://x.com/mdancho84/status/1883139722391720002)  2025-01-25T13:07Z 78.5K followers, [----] engagements


"I'm super pleased to introduce my AI MLOps Agent that combines H2O (makes [--] models in [--] seconds) and sends the best ML MODEL INTO PRODUCTION Today I'll share how you can automate creating 100s of ML models. Then take the best ML model into production using my NEW MLflow Tools Agent which is available on GitHub. We'll create [--] Agents today: [--]. ML Agent that makes [--] ML models on a Customer Churn Problem. [--]. MLOps Agent that uses MLflow to predict in production and manage the ML projects. This AI is a BIG help Table of Contents: 00:00 Introducing the Machine Learning and MLOps Agents 01:20"  
[X Link](https://x.com/mdancho84/status/1884351137413013973)  2025-01-28T21:21Z 69.2K followers, [----] engagements


"The price of the Python AI/ML Stack I've been using for [--] months: Langchain $0 Langgraph $0 Scikit Learn $0 H2O $0 Torch $0 Pandas $0 Numpy $0 Plotly $0 Statsmodels $0 Ollama $0 OpenAI ($1.00 per month) Becoming a Generative AI Data Scientist cost me $12: 🧵"  
[X Link](https://x.com/mdancho84/status/1884354146913939895)  2025-01-28T21:33Z 69K followers, 21K engagements


"Logistic Regression is how my simple lead scoring model grew revenue to $15000000. In [--] minutes here's what took me [--] months to figure out (business case included). Let's dive in. 🧵"  
[X Link](https://x.com/mdancho84/status/1886813371023966543)  2025-02-04T16:25Z 67.9K followers, 67K engagements


"Bayes' Theorem is a fundamental concept in data science. But it took me [--] years to understand its importance. In [--] minutes I'll share my best findings over the last [--] years exploring Bayesian Statistics. Let's go"  
[X Link](https://x.com/mdancho84/status/1887539142478672360)  2025-02-06T16:29Z 67.9K followers, 294.1K engagements


"The concept that helped me go from bad models to good models: Bias and Variance. In [--] minutes I'll share [--] years of experience in managing bias and variance in my machine learning models. Let's go. 🧵"  
[X Link](https://x.com/mdancho84/status/1888266932475802013)  2025-02-08T16:41Z 68.1K followers, 64.4K engagements


"Roadmap for learning AI Data Science. Start here:"  
[X Link](https://x.com/mdancho84/status/1888627803546878093)  2025-02-09T16:35Z 67.8K followers, 22.4K engagements


"The [--] types of machine learning (that every data scientist should know). In [--] minutes I'll eviscerate your confusion. Let's go: 🧵"  
[X Link](https://x.com/mdancho84/status/1888988448666579200)  2025-02-10T16:28Z 68.4K followers, 78.3K engagements


"When I was first exposed to the Confusion Matrix I was lost. There was a HUGE mistake I was making with False Negatives that took me [--] years to fix. I'll teach you in [--] minutes. Let's dive in. 🧵"  
[X Link](https://x.com/mdancho84/status/1890040843941118247)  2025-02-13T14:10Z 69.1K followers, 103K engagements


"100+ Free Resources On Generative AI NEW: [--]. Google GenAI Toolbox (Database Tool) [--]. LangGraph Supervisor [--]. Firecrawl Scraping [--]. WrenAI GenBI Business Intelligence [--]. Scrapling [--]. Google's Python GenAI SDK [--]. Memobase [--]. Microsoft Prompt Wizard [--]. Agency Swarm [--]. Microsoft Data Formulator [--]. PocketFlow [--]. New AI Data Science Team Apps 🔥 Available on GitHub: https://github.com/business-science/awesome-generative-ai-data-scientist https://github.com/business-science/awesome-generative-ai-data-scientist"  
[X Link](https://x.com/mdancho84/status/1890135519893360705)  2025-02-13T20:26Z 68K followers, [----] engagements


"For years I was hyperparameter tuning XGBoost models wrong. In [--] minutes I'll share one secret that took me [--] years to figure out. When I did it cut my training time 10X (and gave an instant 25% boost in model accuracy). Let's dive in. 🧵"  
[X Link](https://x.com/mdancho84/status/1890375066535268365)  2025-02-14T12:18Z 68.5K followers, 56.7K engagements


"1. What is XGBoost XGBoost (eXtreme Gradient Boosting) is a popular machine learning algorithm especially for structured (tabular) data. It's claim to fame is winning tons of Kaggle Competitions. But more importantly it's fast accurate and easy to use. But it's also easy to screw it up"  
[X Link](https://x.com/mdancho84/status/1890375071933268265)  2025-02-14T12:18Z 67.7K followers, [----] engagements


"Any data scientist can learn AI. Just add these [--] skills: [--]. LangChain ($0) [--]. LangGraph ($0) [--]. OpenAI API ($1/month) Cost: $12/year Salary: $200000/year Want help"  
[X Link](https://x.com/mdancho84/status/1890439739762729306)  2025-02-14T16:35Z 68K followers, [----] engagements


"Do you want to become a Generative AI Data Scientist in [----] On Wednesday February 26th I'm hosting a live training where I'll share one of my best AI Projects: SQL Business Intelligence Team. 👉Register here (500 seats): https://learn.business-science.io/ai-register https://learn.business-science.io/ai-register"  
[X Link](https://x.com/mdancho84/status/1890439744061882874)  2025-02-14T16:35Z 67.8K followers, [---] engagements


"90% of data scientists software engineers and "experts" will become commodities. But on the flip side [--] data scientists of [---] will become wildly successful. What's the secret to prospering in the new AI economy"  
[X Link](https://x.com/mdancho84/status/1890803653465735497)  2025-02-15T16:41Z 67.9K followers, [---] engagements


"Adding [--] skills: [--]. LangChain ($0) [--]. LangGraph ($0) [--]. OpenAI API ($1/month)"  
[X Link](https://x.com/mdancho84/status/1890803660541632522)  2025-02-15T16:41Z 68K followers, [----] engagements


"For $12 a year you can get a $200000 Generative AI Data Scientist career. These Companies Are Actively Hiring Generative AI Data Scientists: [--]. Apple $143100 - $264200/yr [--]. SAP $123600 - $210100/yr [--]. NVIDIA $160000 - $253000/yr [--]. Goldman Sachs $115000 - $180000/yr"  
[X Link](https://x.com/mdancho84/status/1890803668095529311)  2025-02-15T16:41Z 68K followers, [----] engagements


"1. Autoregressive Forecast Models ARIMA and SARIMA are both statistical models used for forecasting time series data where the goal is to predict future points in the series. The implement a concept called Autoregression"  
[X Link](https://x.com/mdancho84/status/1891101867838456129)  2025-02-16T12:26Z 68.1K followers, [----] engagements


"2. ARIMA Decomposed: AR-I-MA stands for Autoregressive (AR) Integrated (I) Moving Average (MA). Let's break it down:"  
[X Link](https://x.com/mdancho84/status/1891101874150854806)  2025-02-16T12:26Z 68.1K followers, [----] engagements


"4. Integrated (I): This involves differencing the time series data to make it stationary. A stationary time series is one whose properties do not depend on the time at which the series is observed meaning it doesn't have trends or seasonal patterns"  
[X Link](https://x.com/mdancho84/status/1891101882568847596)  2025-02-16T12:26Z 68.1K followers, [----] engagements


"5. Moving Average (MA): This part of the model allows the modeling of the error term as a linear combination of error terms occurring contemporaneously and at various times in the past"  
[X Link](https://x.com/mdancho84/status/1891101885500731557)  2025-02-16T12:26Z 68.1K followers, [----] engagements


"6. Lowercase pdq notation: A non-seasonal ARIMA model is denoted as ARIMA(p d q) where: p is the number of lag observations in the model (AR part). d is the degree of differencing required to make the time series stationary. q is the size of the moving average window (MA part)"  
[X Link](https://x.com/mdancho84/status/1891101888357061013)  2025-02-16T12:26Z 68.1K followers, [----] engagements


"7. Autoregressive Linear Regression: The ARIMA is simply a Linear Regression model that includes the autoregressive (AR) components and the "moving average" (MA) aka the error terms"  
[X Link](https://x.com/mdancho84/status/1891101891913798142)  2025-02-16T12:26Z 68K followers, [----] engagements


"8. SARIMA: Seasonal Autoregressive Integrated Moving-Average extends ARIMA by supporting Seasonal component(s)"  
[X Link](https://x.com/mdancho84/status/1891101898154934340)  2025-02-16T12:26Z 68K followers, [----] engagements


"3. SQL Database Unification Powered by a robust semantic engine and composable data framework WrenAI unifies disparate data sources into one cohesive context-rich viewyour single source of truth"  
[X Link](https://x.com/mdancho84/status/1891164532036268404)  2025-02-16T16:35Z 68.1K followers, [----] engagements


"4. Dynamic Dashboards Move over Tableau and PowerBI. WrenAI uses its AI-driven agentic layer to turn static dashboards into dynamic real-time insights enabling faster and smarter decision-making that keeps pace with your business needs"  
[X Link](https://x.com/mdancho84/status/1891164535106445355)  2025-02-16T16:35Z 68.1K followers, [----] engagements


"5. Open Source WrenAI is open-source flexible and built for the modern enterprise WrenAI is redefining BImaking it more human intuitive and ready for the data challenges of tomorrow. GitHub: Documentation: https://docs.getwren.ai/oss/overview/introduction https://github.com/Canner/WrenAI https://docs.getwren.ai/oss/overview/introduction https://github.com/Canner/WrenAI"  
[X Link](https://x.com/mdancho84/status/1891164537975345564)  2025-02-16T16:35Z 68.2K followers, [----] engagements


"Data science is at a crossroads. AI has changed the game. Data scientist's skills are becoming commoditized. Unless you do this:"  
[X Link](https://x.com/mdancho84/status/1891948452294152513)  2025-02-18T20:30Z 68.5K followers, [----] engagements


"Add [--] AI Skills: [--]. LangChain $0 [--]. LangGraph $0 [--]. OpenAI API ($1/month) A $12 annual skill investment can get you a $200000 salary. It's a no-brainer. Want help"  
[X Link](https://x.com/mdancho84/status/1891948462582694203)  2025-02-18T20:30Z 68.4K followers, [---] engagements


"Decision trees are a fundamental tool for every Data Scientist. But for [--] years I was hesitant to use them. In [--] minutes I'll destroy your confusion. Let's dive in:"  
[X Link](https://x.com/mdancho84/status/1892190817764176013)  2025-02-19T12:33Z 69.2K followers, 50.8K engagements


"1. Pytimetk Goal is to improve time series analysis for everyone. The major areas of improvements are: [--]. Time Series Cross Validation (TSCV) [--]. Better Time Series Plotting [--]. New Finance Functions Let's explore:"  
[X Link](https://x.com/mdancho84/status/1892674511062831327)  2025-02-20T20:35Z 68.8K followers, [---] engagements


"2. Time Series Cross Validation (TSCV) TSCV is essential for backtesting and walkforward analysis. Pytimetk now integrates timebasedcv a powerful alternative to Scikit Learn that can handle multiple time series at once. Get started here: https://business-science.github.io/pytimetk/tutorials/07_timeseries_crossvalidation.html https://business-science.github.io/pytimetk/tutorials/07_timeseries_crossvalidation.html"  
[X Link](https://x.com/mdancho84/status/1892674517618549008)  2025-02-20T20:35Z 68.8K followers, [---] engagements


"3. Enhanced Time Series Plotting There are [--] key improvements to tk.plot_timeseries() that I'm excited about: [--]. Plotly Dropdowns - View Multiple Time Series [--]. Wide-Format Plotting - This was a huge request. Learn more: https://business-science.github.io/pytimetk/guides/01_visualization.html https://business-science.github.io/pytimetk/guides/01_visualization.html"  
[X Link](https://x.com/mdancho84/status/1892674525092790378)  2025-02-20T20:35Z 69K followers, [---] engagements


"Data scientists: STOP learning data science. START learning AI. The other 99% of data scientists that aren't doing this are handing you a GOLDEN OPPORTUNITY:"  
[X Link](https://x.com/mdancho84/status/1892976494592327887)  2025-02-21T16:35Z 69.1K followers, 34.6K engagements


"It took me [--] years to master all [--] of these machine learning concepts. In the next [--] days I'll teach them to you one by one (with examples of how I've used them). Here's what's coming: [--]. Linear Regression [--]. Clustering [--]. Decision Tree [--]. Neural Networks [--]. Reinforcement Learning [--]. Logistic Regression [--]. Naive Bayes https://twitter.com/i/web/status/1893279469852377464 https://twitter.com/i/web/status/1893279469852377464"  
[X Link](https://x.com/mdancho84/status/1893279469852377464)  2025-02-22T12:39Z 91.9K followers, 97.6K engagements


"1 - Learn Python for Data Science ✅ Pandas ✅ Matplotlib or Plotnine ✅ Plotly ✅ Statsmodels"  
[X Link](https://x.com/mdancho84/status/1894727503991697863)  2025-02-26T12:33Z 69.2K followers, [--] engagements


"6 statistical methods that can be used for A/B Testing (and when to use them)"  
[X Link](https://x.com/mdancho84/status/1901597217971937789)  2025-03-17T11:31Z 89.1K followers, 66.4K engagements


"Generative AI data scientists earn $200000. Yet 99% of data scientists are overlooking what Apple SAP Nvidia and Goldman Sachs want. Want to learn how to become a Generative AI Data Scientist in 2025"  
[X Link](https://x.com/mdancho84/status/1909932660916445638)  2025-04-09T11:33Z 91.3K followers, [----] engagements


"1. Data preparation - load data with pandas - impute/mask with Feature-engine Website: https://feature-engine.trainindata.com/en/latest/index.html https://feature-engine.trainindata.com/en/latest/index.html"  
[X Link](https://x.com/mdancho84/status/1935661499311173997)  2025-06-19T11:30Z 89.1K followers, [---] engagements


"2. Feature creation: - derive recency/frequency/monetary features - Use rfm or Lifetimes Github: https://github.com/sonwanesuresh95/rfm https://github.com/sonwanesuresh95/rfm"  
[X Link](https://x.com/mdancho84/status/1935661506001006979)  2025-06-19T11:30Z 89.1K followers, [---] engagements


"🚀NEW WORKSHOP: On Wednesday June 25th I'm sharing one of my best AI Projects for FREE: How I built an AI Customer Segmentation Agent with Python: 👉Register here (500 seats): https://learn.business-science.io/ai-register https://learn.business-science.io/ai-register"  
[X Link](https://x.com/mdancho84/status/1937581098139095246)  2025-06-24T18:38Z 92K followers, [----] engagements


"6 statistical methods that can be used for A/B Testing (and when to use them)"  
[X Link](https://x.com/mdancho84/status/1943630954062307635)  2025-07-11T11:18Z 87.8K followers, 27.5K engagements


"4. Check out Julius AI here: https://julius.ai/ https://julius.ai/"  
[X Link](https://x.com/mdancho84/status/1945085602237456448)  2025-07-15T11:38Z 88.1K followers, [---] engagements


"5. Problem: Many businesses need their own custom AI Agentic Workflows for: - Customer Segmentation - Marketing Campaigns - ML DS AI & ROI That's why you need to learn how to build your own AI"  
[X Link](https://x.com/mdancho84/status/1945085606930886828)  2025-07-15T11:38Z 88.1K followers, [---] engagements


"Tableau is about to die. Introducing PandasAI a free alternative for fast Business Intelligence. Let dive in:"  
[X Link](https://x.com/mdancho84/status/1945446666468761651)  2025-07-16T11:33Z 91.7K followers, 12.5K engagements


"1. PandasAI PandaAI transforms your natural language questions into actionable insights fast smartly and effortlessly"  
[X Link](https://x.com/mdancho84/status/1945446670080094295)  2025-07-16T11:33Z 91.7K followers, [---] engagements


"4. Check out Julius AI here: https://julius.ai/ https://julius.ai/"  
[X Link](https://x.com/mdancho84/status/1953842539657593244)  2025-08-08T15:35Z 88.1K followers, [----] engagements


"5. Problem: Many businesses need their own custom AI Agentic Workflows for: - Customer Segmentation - Marketing Campaigns - ML DS AI & ROI That's why you need to learn how to build your own AI"  
[X Link](https://x.com/mdancho84/status/1953842542337822948)  2025-08-08T15:35Z 88.1K followers, [----] engagements


"Stop doing Customer Segmentation with plain vanilla Scikit Learn. Add these [--] Python libraries to your RFM clustering and customer segmentation projects:"  
[X Link](https://x.com/mdancho84/status/1954206388818735339)  2025-08-09T15:41Z 92K followers, 83.4K engagements


"🚨 BREAKING: IBM launches a free Python library that converts ANY document to data Introducing Docling. Here's what you need to know: 🧵"  
[X Link](https://x.com/mdancho84/status/1955652415585202306)  2025-08-13T15:27Z 88.1K followers, 171.2K engagements


"🚨BREAKING: OpenAI just dropped a practical guide to building agents There's a secret that unlocks agential workflows for data analysts data scientists and data engineers. This is how: 🧵"  
[X Link](https://x.com/mdancho84/status/1963989355455787041)  2025-09-05T15:35Z 93.3K followers, 23.6K engagements


"🚨 Microsoft released a new 14B math reasoning model trained with Agentic Reinforcement Learning It reached PhD-level in under [---] RL steps. Get the 22-page PDF here: https://www.arxiv.org/pdf/2508.20722 https://www.arxiv.org/pdf/2508.20722"  
[X Link](https://x.com/mdancho84/status/1966102034941178302)  2025-09-11T11:30Z 89.1K followers, [----] engagements


"4. Check out Julius AI here: https://julius.ai/ https://julius.ai/"  
[X Link](https://x.com/mdancho84/status/1967611533640302894)  2025-09-15T15:28Z 88.1K followers, [----] engagements


"5. Problem: Many businesses need their own custom AI Agentic Workflows for: - Customer Segmentation - Marketing Campaigns - ML DS AI & ROI That's why you need to learn how to build your own AI"  
[X Link](https://x.com/mdancho84/status/1967611536425226336)  2025-09-15T15:28Z 88.1K followers, [---] engagements


"H/t @aakashg0 this is his roadmap into AI PM. Also works well for DS - AI. A friend shared this free roadmap for transitioning into AI. Thought I'd spread the word. And if you're a data scientist here's even more help: https://t.co/c0q30WUha4 A friend shared this free roadmap for transitioning into AI. Thought I'd spread the word. And if you're a data scientist here's even more help: https://t.co/c0q30WUha4"  
[X Link](https://x.com/mdancho84/status/1969402592850526645)  2025-09-20T14:05Z 88.1K followers, [----] engagements


"1. Prompt Engineering Learn how to craft structured prompts that robustly generate deterministic output"  
[X Link](https://x.com/mdancho84/status/1969787541931844021)  2025-09-21T15:35Z 88K followers, [---] engagements


"2. RAG Systems RAG = Retrieval Augmented Generation This is where you give LLMs access to knowledge via databases (vector storage)"  
[X Link](https://x.com/mdancho84/status/1969787545266311679)  2025-09-21T15:35Z 88K followers, [---] engagements


"🚨Introducing Nanobot Build MCP AI Agents with reasoning system prompts and tool orchestration. This is what it does (and how to get started): (thread)"  
[X Link](https://x.com/mdancho84/status/1974798339557175726)  2025-10-05T11:26Z 89K followers, 32.6K engagements


"🚨Introducing Agent Development Kit (ADK) by Google A simple framework from Google for building evaluating and deploying AI agents. Here's what you need to know (a thread): 🧵"  
[X Link](https://x.com/mdancho84/status/1975221616968675726)  2025-10-06T15:28Z 87.8K followers, 36.4K engagements


"🚨NEW Whitepaper on AI Agents by OpenAI The maker of ChatGPT shares how it builds AI Agents. Get the 34-page white paper here:"  
[X Link](https://x.com/mdancho84/status/1976248881735258500)  2025-10-09T11:30Z 87.9K followers, 67.7K engagements


"Data Science for Business. The book that helped me connect the dots. Let's dive in:"  
[X Link](https://x.com/mdancho84/status/1976608241715921211)  2025-10-10T11:18Z 88K followers, 57.4K engagements


"2. Machine Learning Predictions as Probabilities One of the most important part of machine learning is probability. We can estimate the probability from machine learning predictions. Once you get this the next framework opens up:"  
[X Link](https://x.com/mdancho84/status/1976608262674935997)  2025-10-10T11:18Z 87.6K followers, [----] engagements


"3. Expected Value Framework Expected Value is a concept in finance where we can make better decisions by multiplying the probability of a decision by its net value. This is how we can achieve Return On Investment (ROI) with data science"  
[X Link](https://x.com/mdancho84/status/1976608270434324928)  2025-10-10T11:18Z 87.6K followers, [----] engagements


"This [---] page PDF unlocks the secrets of Large Language Models. Here's what's inside: 🧵"  
[X Link](https://x.com/mdancho84/status/1976672925081047511)  2025-10-10T15:35Z 87.9K followers, 46.6K engagements


"🚨 BREAKING: Microsoft launches a free Python library that converts ANY document to Markdown Introducing Markitdown. Let me explain. 🧵"  
[X Link](https://x.com/mdancho84/status/1976975918217224537)  2025-10-11T11:39Z 87.7K followers, 38.5K engagements


"🚨NEW: Python library for LLM Prompt Management This is what it does:"  
[X Link](https://x.com/mdancho84/status/1977036802096595349)  2025-10-11T15:41Z 88.6K followers, 88.3K engagements


"Stop doing Customer Segmentation with plain vanilla Scikit Learn. Add these [--] Python libraries to your RFM clustering and customer segmentation projects:"  
[X Link](https://x.com/mdancho84/status/1977335034529841175)  2025-10-12T11:26Z 88K followers, 17.8K engagements


"🚨 BREAKING: IBM launches a free Python library that converts ANY document to data Introducing Docling. Here's what you need to know: 🧵"  
[X Link](https://x.com/mdancho84/status/1977397692583067820)  2025-10-12T15:35Z 87.9K followers, 28.6K engagements


"1. What is Docling Docling is a Python library that simplifies document processing parsing diverse formats including advanced PDF understanding and providing seamless integrations with the gen AI ecosystem"  
[X Link](https://x.com/mdancho84/status/1977397700149514262)  2025-10-12T15:35Z 87.6K followers, [----] engagements


"3 Projects to land a $200000 AI career: AI Churn Prediction Agent AI Lead Scoring Agents AI Recommender Systems 👉This is how (register here): https://learn.business-science.io/ai-register https://learn.business-science.io/ai-register"  
[X Link](https://x.com/mdancho84/status/1977458823368446279)  2025-10-12T19:38Z 88K followers, [----] engagements


"🚨BREAKING: New Python library for agentic data processing and ETL with AI Introducing DocETL. Here's what you need to know:"  
[X Link](https://x.com/mdancho84/status/1977698665666863229)  2025-10-13T11:31Z 87.9K followers, 40.2K engagements


"🚨Introducing pytimetk 2.0.0 This is a major release for time series enthusiasts. Here's what I added: (a thread 🧵)"  
[X Link](https://x.com/mdancho84/status/1977828431686406192)  2025-10-13T20:06Z 87.6K followers, [----] engagements


"Turn ANY DOCUMENT into LLM-ready data Microsoft released MarkItDown a lightweight Python library that converts any document to Markdown for use with LLMs. 100% Open Source"  
[X Link](https://x.com/mdancho84/status/1978062837080605059)  2025-10-14T11:38Z 88K followers, 30.7K engagements


"Correlation is the skill that has singlehandedly benefitted me the most in my career. In [--] minutes I'll demolish your confusion (and share strengths and weaknesses you might be missing). Let's go:"  
[X Link](https://x.com/mdancho84/status/1978119955858993259)  2025-10-14T15:25Z 87.6K followers, 27.1K engagements


"RIP Tableau and PowerBI. Enter Julius AI. This is what Julius can do:"  
[X Link](https://x.com/mdancho84/status/1978423947306639382)  2025-10-15T11:33Z 88K followers, 26.3K engagements


"4. Check out Julius AI here: https://julius.ai/ https://julius.ai/"  
[X Link](https://x.com/mdancho84/status/1978423997646741599)  2025-10-15T11:33Z 88.1K followers, [---] engagements


"5. Problem: Many businesses need their own custom AI Agentic Workflows for: - Customer Segmentation - Marketing Campaigns - ML DS AI & ROI That's why you need to learn how to build your own AI"  
[X Link](https://x.com/mdancho84/status/1978424000838615100)  2025-10-15T11:33Z 88.1K followers, [---] engagements


"The price to become a Generative AI Data Scientist: $12.00 Yet companies are paying $200000 for this role. Here's how I did it (and how you can too)"  
[X Link](https://x.com/mdancho84/status/1978845744212680969)  2025-10-16T15:29Z 88K followers, [----] engagements


"🚨 Synthetic Data is the Future of AI Introducing The Synthetic Data Vault (SDV). This is what you need to know:"  
[X Link](https://x.com/mdancho84/status/1979144968934445075)  2025-10-17T11:18Z 88.1K followers, 11.1K engagements


"AI Engineering Toolkit A curated list of 100+ LLM libraries and frameworks for training fine-tuning building evaluating deploying RAG and AI Agents. 100% Open Source"  
[X Link](https://x.com/mdancho84/status/1979209612399120413)  2025-10-17T15:35Z 88.1K followers, 43.1K engagements


"Get it here: I have one more thing before you go. If you want to become a generative AI data scientist in [----] ($200000 career) then I'd like to help: https://github.com/Sumanth077/ai-engineering-toolkit https://github.com/Sumanth077/ai-engineering-toolkit"  
[X Link](https://x.com/mdancho84/status/1979209615951741132)  2025-10-17T15:35Z 87.9K followers, [----] engagements


"🚨 NEW WORKSHOP: I'm sharing one of my best AI Projects for FREE: How I built an AI Customer Segmentation Agent with Python: - Scikit Learn - K-Means - LangChain - LangGraph - OpenAI 👉Register here (740+ Registered): https://learn.business-science.io/ai-register https://learn.business-science.io/ai-register"  
[X Link](https://x.com/mdancho84/status/1979209625363730701)  2025-10-17T15:35Z 87.9K followers, [----] engagements


"My AI data science stack: [--]. Python ($0) [--]. Pandas ($0) [--]. Scikit Learn ($0) [--]. LangChain ($0) [--]. LangGraph ($0) [--]. OpenAI API ($1/month) You literally can grow into a $200000 career for less than $12/year. 👉This is how (register here): https://learn.business-science.io/ai-register https://learn.business-science.io/ai-register"  
[X Link](https://x.com/mdancho84/status/1979285870915051811)  2025-10-17T20:38Z 87.9K followers, [----] engagements


"Tableau is about to die. Introducing PandasAI a free alternative for fast Business Intelligence. Let's dive in:"  
[X Link](https://x.com/mdancho84/status/1979512635461697577)  2025-10-18T11:39Z 88.1K followers, 12.2K engagements


"1. PandasAI PandaAI transforms your natural language questions into actionable insights fast smartly and effortlessly"  
[X Link](https://x.com/mdancho84/status/1979512640821997962)  2025-10-18T11:39Z 88.1K followers, [---] engagements


"2. Powerful dashboards in seconds The problem with Tableau Analysts have to build them from scratch. PandasAI solves this problem making it lightning fast to create dashboards from multiple sources"  
[X Link](https://x.com/mdancho84/status/1979512648124264611)  2025-10-18T11:39Z 87.6K followers, [---] engagements


"3. PandasAI now includes team-based collaboration Save the best responses as data snippets and collaborate with your business and data team-mates"  
[X Link](https://x.com/mdancho84/status/1979512655669821806)  2025-10-18T11:39Z 87.6K followers, [---] engagements


"Top [--] Python Libraries for Generative AI You Need to Master in [----] (The tools behind document agents intelligent assistants and next-gen interfaces.) Everything you need to know: 🧵"  
[X Link](https://x.com/mdancho84/status/1979573553025405362)  2025-10-18T15:41Z 88.1K followers, 24.5K engagements


"2. LangGraph LangChain + DAGs = LangGraph. It powers: - Multi-agent workflows - Conditional logic - Real-time state management If you're serious about production AI agents this is a must. https://www.langgraph.dev/ https://www.langgraph.dev/"  
[X Link](https://x.com/mdancho84/status/1979573558964605071)  2025-10-18T15:41Z 87.7K followers, [---] engagements


"3. Docling Document intelligence built on LangChain. Parse summarize and extract structured data from: - PDFs - Contracts - Reports Perfect for legal finance and enterprise GenAI. https://docling-project.github.io/docling/ https://docling-project.github.io/docling/"  
[X Link](https://x.com/mdancho84/status/1979573561539821789)  2025-10-18T15:41Z 88K followers, [---] engagements


"4. OpenAI Python SDK Your direct line to: - GPT-4o - DALLE - Whisper - Embeddings One SDK endless capabilities. https://platform.openai.com/ https://platform.openai.com/"  
[X Link](https://x.com/mdancho84/status/1979573564069003468)  2025-10-18T15:41Z 88K followers, [---] engagements


"5. Markitdown (by Microsoft) Python tool for converting files and office documents to Markdown: PDF PowerPoint Word Excel Images (EXIF metadata and OCR) Audio (EXIF metadata and speech transcription) HTML https://github.com/microsoft/markitdown https://github.com/microsoft/markitdown"  
[X Link](https://x.com/mdancho84/status/1979573566573072850)  2025-10-18T15:41Z 87.7K followers, [---] engagements


"6. Streamlit Build beautiful shareable GenAI dashboards in minutes. - Upload a doc - Ask questions - View plots & summaries No frontend experience needed. https://streamlit.io/ https://streamlit.io/"  
[X Link](https://x.com/mdancho84/status/1979573569127416033)  2025-10-18T15:41Z 87.7K followers, [--] engagements


"7. FastAPI Serve your models with blazing speed. Used for: - GenAI microservices - LLM backends - Agent APIs It's the modern web standard for ML apps. https://fastapi.tiangolo.com/ https://fastapi.tiangolo.com/"  
[X Link](https://x.com/mdancho84/status/1979573571815985431)  2025-10-18T15:41Z 87.7K followers, [--] engagements


"9. SentenceTransformers Generate embeddings for: - Sentences - Paragraphs - Documents Critical for: ✅ Clustering ✅ Similarity search ✅ Retrieval https://www.sbert.net/ https://www.sbert.net/"  
[X Link](https://x.com/mdancho84/status/1979573577830506514)  2025-10-18T15:41Z 87.7K followers, [--] engagements


"10. MLflow Track experiments. Compare models. Deploy GenAI apps. Youll thank yourself later when you need to explain why one prompt worked better than another. https://mlflow.org/ https://mlflow.org/"  
[X Link](https://x.com/mdancho84/status/1979573580481392792)  2025-10-18T15:41Z 87.7K followers, [--] engagements


"Data scientists are out. The Generative AI Data Scientist is in. Let me explain:"  
[X Link](https://x.com/mdancho84/status/1979871757877010696)  2025-10-19T11:26Z 88.1K followers, [----] engagements


"Companies are sitting on mountains of unstructured data. PDF Word docs Meeting notes Emails Videos Audio Transcripts This is useful data. But it's unusable in its existing form"  
[X Link](https://x.com/mdancho84/status/1979871768081789152)  2025-10-19T11:26Z 87.8K followers, [---] engagements


"The AI data scientist builds the systems to analyze information gain business insights and automates the process. - Models the system - Use AI to extract insights - Drives predictive business insights"  
[X Link](https://x.com/mdancho84/status/1979871779926540604)  2025-10-19T11:26Z 87.8K followers, [---] engagements


"Data scientists are OUT. The Generative AI Data Scientist is IN. This is why (and how you can make the transition): 🧵"  
[X Link](https://x.com/mdancho84/status/1979934401636032635)  2025-10-19T15:35Z 87.9K followers, [----] engagements


"Your $12/yr roadmap to an AI Data Scientist career (that you can start today): Learn: Python Pandas scikit-learn (free) LangChain + LangGraph (free) OpenAI API ($1/mo) Then make [--] AI/DS Projects. Want help 👉Register here: https://learn.business-science.io/ai-register https://learn.business-science.io/ai-register"  
[X Link](https://x.com/mdancho84/status/1980010681622581737)  2025-10-19T20:38Z 87.9K followers, [----] engagements


"9. PROBLEM: EVERY DATA SCIENTIST NEEDS TO LEARN AI IN [----] 99% of them are overlooking AI. This is a massive opportunity for you. I'd like to help. This is how:"  
[X Link](https://x.com/mdancho84/status/1980235451597271437)  2025-10-20T11:31Z 87.9K followers, [----] engagements


"🚨WANT TO BECOME A GENERATIVE AI DATA SCIENTIST IN [----] ($200000 career) Discover how I built an AI Customer Segmentation Agent with Python: - Scikit Learn - K-Means - LangChain - LangGraph - OpenAI 👉Register here (740+ Registered): https://learn.business-science.io/ai-register https://learn.business-science.io/ai-register"  
[X Link](https://x.com/mdancho84/status/1980235459864186925)  2025-10-20T11:31Z 87.9K followers, [----] engagements


"That's a wrap Over the next [--] days I'm sharing the [--] concepts that helped me become a data scientist. If you enjoyed this thread: [--]. Follow me @mdancho84 for more of these [--]. RT the tweet below to share this thread with your audience Understanding probability is essential in data science. In [--] minutes I'll demolish your confusion. Let's go https://t.co/BzfPA1zkqN Understanding probability is essential in data science. In [--] minutes I'll demolish your confusion. Let's go https://t.co/BzfPA1zkqN"  
[X Link](https://x.com/mdancho84/status/1980235466025664939)  2025-10-20T11:31Z 87.9K followers, [----] engagements


"🚨ON WEDNESDAY OCTOBER 29TH I'M HOSTING A LIVE WORKSHOP: Discover how I built an AI Customer Segmentation Agent with Python - Scikit Learn - K-Means - LangChain - LangGraph - OpenAI 👉Register here (740+ Registered): https://learn.business-science.io/ai-register https://learn.business-science.io/ai-register"  
[X Link](https://x.com/mdancho84/status/1980295115324236033)  2025-10-20T15:28Z 87.9K followers, [----] engagements


"That's a wrap Over the next [--] days I'm sharing the [--] concepts that helped me become a data scientist. If you enjoyed this thread: [--]. Follow me @mdancho84 for more of these [--]. RT the tweet below to share this thread with your audience Understanding P-Values is essential for improving regression models. In [--] minutes I'll crush your confusion. https://t.co/Um4DupZzZ4 Understanding P-Values is essential for improving regression models. In [--] minutes I'll crush your confusion. https://t.co/Um4DupZzZ4"  
[X Link](https://x.com/mdancho84/status/1980295120378265604)  2025-10-20T15:28Z 87.9K followers, [----] engagements


"The Agentic Python Stack: This is the minimum viable stack I recommend for AI Agents and ML workflows. (bookmark this for later)"  
[X Link](https://x.com/mdancho84/status/1980656688010068479)  2025-10-21T15:25Z 88K followers, [----] engagements


"I know people making $150000/year as a generative AI data scientist with: Python Pandas scikit-learn ($0) LangChain + LangGraph ($0) OpenAI API ($1/mo) [--] AI portfolio project ($0) Want to learn how Join my free AI Workshop: https://learn.business-science.io/ai-register https://learn.business-science.io/ai-register"  
[X Link](https://x.com/mdancho84/status/1980735438470943123)  2025-10-21T20:38Z 88.1K followers, [----] engagements


"3 Tools - Equip your agent with tools: API access code interpreters database queries web search etc. More tools = more utility. Max [--]. [--] Orchestration: Use frameworks (like LangChain AutoGen CrewAI) to manage reasoning task decomposition and multi-agent collaboration"  
[X Link](https://x.com/mdancho84/status/1980960670104330552)  2025-10-22T11:33Z 88K followers, [---] engagements


"5 Memory: Implement both short-term (context window) and long-term memory (Vector DBs like Pinecone Weaviate Chroma). [--] UI (User Interface): Design an intuitive chat UI or business automation workflow interface that enables smooth interaction with your agent (and automated actions)"  
[X Link](https://x.com/mdancho84/status/1980960672985776274)  2025-10-22T11:33Z 88K followers, [---] engagements


"7 AI Evals: Test your agent's performance with real-world tasks. Use tools like TruLens Rebuff or custom evals to measure effectiveness reliability and safety. I have one more thing before you go. If you want to become a generative AI data scientist in [----] ($200000 career) then I'd like to help:"  
[X Link](https://x.com/mdancho84/status/1980960675884044699)  2025-10-22T11:33Z 88K followers, [---] engagements


"On Wednesday October 29th I'm sharing one of my best AI Projects: How I built an AI Customer Segmentation Agent with Python 👉Register here (740+ Registered): https://learn.business-science.io/ai-register https://learn.business-science.io/ai-register"  
[X Link](https://x.com/mdancho84/status/1980960683387724092)  2025-10-22T11:33Z 88K followers, [---] engagements


"That's a wrap Over the next [--] days I'm sharing the [--] concepts that helped me become a data scientist. If you enjoyed this thread: [--]. Follow me @mdancho84 for more of these [--]. RT the tweet below to share this thread with your audience How to build AI agents: A great cheat sheet (bookmark for later). Here's how to use it: https://t.co/rTOe28aYxW How to build AI agents: A great cheat sheet (bookmark for later). Here's how to use it: https://t.co/rTOe28aYxW"  
[X Link](https://x.com/mdancho84/status/1980960686738981302)  2025-10-22T11:33Z 88K followers, [----] engagements


"3. Why they matter performance cost and consistency. Skills give Claude work-ready context and tool use without bloating prompts leading to faster cheaper more consistent results on real workflows; enterprises can deploy Skills org-wide and update them centrally. Example: PDF Loader Skills"  
[X Link](https://x.com/mdancho84/status/1981019581532565707)  2025-10-22T15:27Z 89K followers, [--] engagements


"4. Ecosystem & integrations. Skills align with Anthropics MCP-powered agent ecosystem and new enterprise connectors (e.g. Microsoft 365: Teams Outlook OneDrive/SharePoint) letting Claude operate over company data in-flow with admin controls"  
[X Link](https://x.com/mdancho84/status/1981019589870829831)  2025-10-22T15:27Z 89K followers, [---] engagements


"Learn more: I have one more thing before you go. If you want to become a generative AI data scientist in [----] ($200000 career) then I'd like to help: https://docs.claude.com/en/docs/agents-and-tools/agent-skills/overview https://docs.claude.com/en/docs/agents-and-tools/agent-skills/overview"  
[X Link](https://x.com/mdancho84/status/1981019593373020409)  2025-10-22T15:27Z 88K followers, [--] engagements


"Myths of getting a $150000 Generative AI data scientist job: You need complex AI/ML models You need years of training You need a PhD The reality:  You need [--] solid LLM / ML project You need a basic portfolio You need Python Want to learn how Register here: https://learn.business-science.io/ai-register https://learn.business-science.io/ai-register"  
[X Link](https://x.com/mdancho84/status/1981098093517947005)  2025-10-22T20:39Z 88.2K followers, [----] engagements


"Why Machine Learning still matters (even with AI Agents) (a thread)"  
[X Link](https://x.com/mdancho84/status/1981322344703439093)  2025-10-23T11:30Z 88.1K followers, [----] engagements


"Anthropic just dropped a new context engineering guide that's absolutely killer. Optimize for complex tasks cut hallucinations & boost reasoning. This is what's inside (bookmark for later):"  
[X Link](https://x.com/mdancho84/status/1981382450237284614)  2025-10-23T15:29Z 89.3K followers, 67.3K engagements


"3. Boost Reasoning: Chain contexts logically (e.g. problem evidence action). The guide shows how to mimic human-like reasoning in agents. Test with multi-step tasks to see 10%+ accuracy gains"  
[X Link](https://x.com/mdancho84/status/1981382463092822433)  2025-10-23T15:29Z 88.2K followers, [----] engagements


"4. Scale Smart: Context engineering enables modular agent designs for production. Swap contexts dynamically based on task needs. AI Data Scientists can use this to cut latency & scale to 1000s of queries for synthetic data by row in long description columns in SQL tables"  
[X Link](https://x.com/mdancho84/status/1981382465974313335)  2025-10-23T15:29Z 88.2K followers, [----] engagements


"Here's the full guide from Anthropic: I have one more thing before you go. If you want to become a generative AI data scientist in [----] ($200000 career) then I'd like to help: https://www.anthropic.com/engineering/effective-context-engineering-for-ai-agents https://www.anthropic.com/engineering/effective-context-engineering-for-ai-agents"  
[X Link](https://x.com/mdancho84/status/1981382471821197805)  2025-10-23T15:29Z 88.2K followers, [----] engagements


"How to build your first AI agent (properly): A quick guide:"  
[X Link](https://x.com/mdancho84/status/1981681667539435595)  2025-10-24T11:18Z 88.1K followers, [----] engagements


"How Machine Learning and AI Agents Work Together: If you want to see an example of this read on"  
[X Link](https://x.com/mdancho84/status/1981746364892532863)  2025-10-24T15:35Z 88.1K followers, [----] engagements


"Example: [--]. Model scores/forecasts lead_score=0.82 next_best_offer=B. [--]. Agent explains & proposes High-value lead. Recommend Outreach A; assign SDR-1. [--]. Approval & execution Agent opens CRM task + Slack ping within budget/owner rules. [--]. Log & learn Outcome saved; DS retrains model and tunes playbook over time. I have one more thing before you go. If you'd like to see a full example in Python then read on"  
[X Link](https://x.com/mdancho84/status/1981746369925722597)  2025-10-24T15:35Z 88K followers, [---] engagements


"I know people making $150000/year as a generative AI data scientist with: Python Pandas scikit-learn ($0) LangChain + LangGraph ($0) OpenAI API ($1/mo) [--] AI portfolio project ($0) Want to learn how Join my free AI Workshop: https://learn.business-science.io/ai-register https://learn.business-science.io/ai-register"  
[X Link](https://x.com/mdancho84/status/1981822624301723662)  2025-10-24T20:38Z 88.3K followers, [----] engagements


"AI Agents are changing: ❌ OLD: Shallow Loops (While Statements) ✅ NEW: Agents [---] (Deep Agents) This is what shift is happening:"  
[X Link](https://x.com/mdancho84/status/1982049360255791601)  2025-10-25T11:39Z 88.1K followers, [----] engagements


"1. Shallow Deep shift: Agents [---] are simple ReAct-style while-loops that rely on the LLMs short context and break on long multi-step tasks. Agents [---] (Deep Agents) re-architect around planning memory and delegation to handle 50500+ step goals"  
[X Link](https://x.com/mdancho84/status/1982049364018135340)  2025-10-25T11:39Z 88K followers, [--] engagements


"3. Hierarchical delegation (sub-agents): A central Orchestrator hands subtasks to specialized sub-agents (Researcher Coder Writer) each with a clean context. Sub-agents loop on tools locally and return synthesized outputs to the Orchestrator"  
[X Link](https://x.com/mdancho84/status/1982049376575848663)  2025-10-25T11:39Z 88.1K followers, [--] engagements


"4. Persistent memory + extreme context engineering: Instead of cramming everything into the prompt Deep Agents store and retrieve state from external memory (files/vector DBs) and rely on detailed operating instructions (tool schemas stop rules naming standards) to keep context tight and scalable"  
[X Link](https://x.com/mdancho84/status/1982049380585636190)  2025-10-25T11:39Z 88.1K followers, [--] engagements


"Full Article: I have one more thing before you go. If you want to become a generative AI data scientist in [----] ($200000 career) then I'd like to help: https://www.philschmid.de/agents-2.0-deep-agents https://www.philschmid.de/agents-2.0-deep-agents"  
[X Link](https://x.com/mdancho84/status/1982049383395860786)  2025-10-25T11:39Z 88K followers, [--] engagements


"Context Engineering Template for AI Agents. 100% Opensource. Here's what's inside the GitHub Repository:"  
[X Link](https://x.com/mdancho84/status/1982110244600783223)  2025-10-25T15:41Z 88.9K followers, [----] engagements


"This Github unlocks the cheat code to AI Agent Building with Context Engineering: [--]. What is Context Engineering [--]. Template Structure [--]. Step-by-Step Guide [--]. Writing Effective Files [--]. The PRP Workflow [--]. Using Examples Effectively [--]. Best Practices http://INITIAL.md http://INITIAL.md"  
[X Link](https://x.com/mdancho84/status/1982110248333643934)  2025-10-25T15:41Z 88.4K followers, [--] engagements


"Step By Step Guide: Everything is templatized-- So you can just get to building agents"  
[X Link](https://x.com/mdancho84/status/1982110261881270672)  2025-10-25T15:41Z 88.4K followers, [--] engagements


"Get the code and templates on GitHub: I have one more thing before you go. If you want to become a generative AI data scientist in [----] ($200000 career) then I'd like to help: https://github.com/coleam00/context-engineering-intro https://github.com/coleam00/context-engineering-intro"  
[X Link](https://x.com/mdancho84/status/1982110265014374444)  2025-10-25T15:41Z 88.4K followers, [--] engagements


"🚨 BREAKING: Microsoft launches a free Python library that converts ANY document to Markdown Introducing Markitdown. Let me explain. 🧵"  
[X Link](https://x.com/mdancho84/status/1982772114529583612)  2025-10-27T11:31Z 88.5K followers, 18.5K engagements


"4. MS Excel File Conversion Same [--] lines of code. This time a Markdown Table is returned"  
[X Link](https://x.com/mdancho84/status/1982772141029269783)  2025-10-27T11:31Z 88.1K followers, [---] engagements


"5. JPG Conversion Images can be converted to text too. Note - This requires OpenAI API key to use an LLM to produce the image description"  
[X Link](https://x.com/mdancho84/status/1982772150780997974)  2025-10-27T11:31Z 88.1K followers, [---] engagements


"6. Every data analyst data scientist and data engineer needs to learn Generative AI 99% of them are overlooking AI. This is a massive opportunity for you. I'd like to help"  
[X Link](https://x.com/mdancho84/status/1982772154736181717)  2025-10-27T11:31Z 88.1K followers, [---] engagements


"RIP Data Scientists. The Generative AI Data Scientist is NOW what companies want. This is actually good news. Let me explain:"  
[X Link](https://x.com/mdancho84/status/1982831736326144240)  2025-10-27T15:28Z 88.7K followers, 21.5K engagements


"US now has [----] data centers. More than every other country combined. Might be time to start learning AI. Want help AI growth is exploding: The US now has [----] data centers more than ALL other major countries COMBINED. And there are $40 BILLION worth of US data centers under construction up +400% since [----]. This will soon reshape the global economy. What's next Let us explain. https://t.co/g3Rr5ViBmT AI growth is exploding: The US now has [----] data centers more than ALL other major countries COMBINED. And there are $40 BILLION worth of US data centers under construction up +400% since 2022."  
[X Link](https://x.com/mdancho84/status/1982884381082734704)  2025-10-27T18:57Z 88.7K followers, [----] engagements


"My AI data science stack: [--]. Python ($0) [--]. Pandas ($0) [--]. Scikit Learn ($0) [--]. LangChain ($0) [--]. LangGraph ($0) [--]. OpenAI API ($1/month) You literally can grow into a $200000 career for less than $12/year. 👉This is how (register here): https://learn.business-science.io/ai-register https://learn.business-science.io/ai-register"  
[X Link](https://x.com/mdancho84/status/1982894657236349032)  2025-10-27T19:38Z 88.1K followers, [----] engagements


"🚨 BREAKING: IBM launches a free Python library that converts ANY document to data Introducing Docling. Here's what you need to know: 🧵"  
[X Link](https://x.com/mdancho84/status/1983136260764905947)  2025-10-28T11:38Z 88.6K followers, 17.5K engagements


"1. What is Docling Docling is a Python library that simplifies document processing parsing diverse formats including advanced PDF understanding and providing seamless integrations with the gen AI ecosystem"  
[X Link](https://x.com/mdancho84/status/1983136268838912130)  2025-10-28T11:38Z 88.1K followers, [---] engagements


"2. Document Conversion Architecture For each document format the document converter knows which format-specific backend to employ for parsing the document and which pipeline to use for orchestrating the execution along with any relevant options"  
[X Link](https://x.com/mdancho84/status/1983136276493615489)  2025-10-28T11:38Z 88.1K followers, [---] engagements


"Tableau is about to die. Introducing PandasAI a free alternative for fast Business Intelligence. Let dive in:"  
[X Link](https://x.com/mdancho84/status/1983193380797423754)  2025-10-28T15:25Z 88.7K followers, [----] engagements


"1. PandasAI PandaAI transforms your natural language questions into actionable insights fast smartly and effortlessly"  
[X Link](https://x.com/mdancho84/status/1983193386858213420)  2025-10-28T15:25Z 88.1K followers, [---] engagements


"2. Powerful dashboards in seconds The problem with Tableau Analysts have to build them from scratch. PandasAI solves this problem making it lightning fast to create dashboards from multiple sources"  
[X Link](https://x.com/mdancho84/status/1983193395418857968)  2025-10-28T15:25Z 88.1K followers, [---] engagements


"AI + Data Science is the future: - LangChain - LangGraph - OpenAI API - SQL Databases - Machine Learning - Prediction Want to learn how 👉Register here (790+ Registered): https://learn.business-science.io/ai-register https://learn.business-science.io/ai-register"  
[X Link](https://x.com/mdancho84/status/1983257088953397539)  2025-10-28T19:38Z 88.2K followers, [----] engagements


"🚨BREAKING: New Python library for agentic data processing and ETL with AI Introducing DocETL. Here's what you need to know:"  
[X Link](https://x.com/mdancho84/status/1983497389747978265)  2025-10-29T11:33Z 88.1K followers, [----] engagements


"1. What is DocETL It's a tool for creating and executing data processing pipelines especially suited for complex document processing tasks. It offers: - An interactive UI playground - A Python package for running production pipelines"  
[X Link](https://x.com/mdancho84/status/1983497399365493026)  2025-10-29T11:33Z 88.1K followers, [--] engagements


"On Wednesday November 12th I'm sharing one of my best AI Projects: How I built an AI Customer Segmentation Agent with Python 👉Register here (740+ Registered): https://learn.business-science.io/registration-ai-workshop-2 https://learn.business-science.io/registration-ai-workshop-2"  
[X Link](https://x.com/mdancho84/status/1983497429371466048)  2025-10-29T11:33Z 88.1K followers, [---] engagements


"That's a wrap Over the next [--] days I'm sharing the [--] concepts that helped me become an AI data scientist. If you enjoyed this thread: [--]. Follow me @mdancho84 for more of these [--]. RT the tweet below to share this thread with your audience 🚨BREAKING: New Python library for agentic data processing and ETL with AI Introducing DocETL. Here's what you need to know: https://t.co/yXfbbfMh3S 🚨BREAKING: New Python library for agentic data processing and ETL with AI Introducing DocETL. Here's what you need to know: https://t.co/yXfbbfMh3S"  
[X Link](https://x.com/mdancho84/status/1983497433234526603)  2025-10-29T11:33Z 88.1K followers, [---] engagements


"RIP Tableau and PowerBI. Enter Julius AI. This is what Julius can do:"  
[X Link](https://x.com/mdancho84/status/1983556277629231579)  2025-10-29T15:27Z 88.8K followers, [----] engagements


"1. The $10 Billion problem with Tableau and PowerBI Dashboards are static. But businesses are dynamic. That's why I'm so excited about this new tool: Julius AI"  
[X Link](https://x.com/mdancho84/status/1983556287997628683)  2025-10-29T15:27Z 88.1K followers, [---] engagements


"4. Check out Julius AI here: https://julius.ai/ https://julius.ai/"  
[X Link](https://x.com/mdancho84/status/1983556336102051960)  2025-10-29T15:27Z 89.1K followers, [---] engagements


"5. Problem: Many businesses need their own custom AI Agentic Workflows for: - Customer Segmentation - Marketing Campaigns - ML DS AI & ROI That's why you need to learn how to build your own AI"  
[X Link](https://x.com/mdancho84/status/1983556338815815886)  2025-10-29T15:27Z 89.1K followers, [---] engagements


"🚨 SOLUTION: On Wednesday November 12th I'm sharing one of my best AI Projects for FREE: How I built an AI Customer Segmentation Agent with Python: - Scikit Learn - LangChain - LangGraph 👉Register here (500 seats): https://learn.business-science.io/ai-register https://learn.business-science.io/ai-register"  
[X Link](https://x.com/mdancho84/status/1983556345732182316)  2025-10-29T15:27Z 88.1K followers, [---] engagements


"That's a wrap Over the next [--] days I'm sharing the [--] concepts that helped me become a data scientist. If you enjoyed this thread: [--]. Follow me @mdancho84 for more of these [--]. RT the tweet below to share this thread with your audience RIP Tableau and PowerBI. Enter Julius AI. This is what Julius can do: https://t.co/O2jeiT5woP RIP Tableau and PowerBI. Enter Julius AI. This is what Julius can do: https://t.co/O2jeiT5woP"  
[X Link](https://x.com/mdancho84/status/1983556348710154711)  2025-10-29T15:27Z 88.1K followers, [---] engagements


"Tableau is about to die. Introducing PandasAI a free alternative for fast Business Intelligence. Let dive in:"  
[X Link](https://x.com/mdancho84/status/1983859035376857224)  2025-10-30T11:30Z 89.1K followers, [----] engagements


"1. PandasAI PandaAI transforms your natural language questions into actionable insights fast smartly and effortlessly"  
[X Link](https://x.com/mdancho84/status/1983859042498859360)  2025-10-30T11:30Z 88.1K followers, [--] engagements


"2. Powerful dashboards in seconds The problem with Tableau Analysts have to build them from scratch. PandasAI solves this problem making it lightning fast to create dashboards from multiple sources"  
[X Link](https://x.com/mdancho84/status/1983859064728633713)  2025-10-30T11:30Z 88.1K followers, [--] engagements


"On Wednesday November 12th I'm sharing one of my best AI Projects: How I built an AI Customer Segmentation Agent with Python 👉Register here (740+ Registered): https://learn.business-science.io/registration-ai-workshop-2 https://learn.business-science.io/registration-ai-workshop-2"  
[X Link](https://x.com/mdancho84/status/1983859093359022551)  2025-10-30T11:30Z 88.1K followers, [---] engagements


"That's a wrap Over the next [--] days I'm sharing the [--] concepts that helped me become a data scientist. If you enjoyed this thread: [--]. Follow me @mdancho84 for more of these [--]. RT the tweet below to share this thread with your audience Tableau is about to die. Introducing PandasAI a free alternative for fast Business Intelligence. Let dive in: https://t.co/zgiDZ8YSbP Tableau is about to die. Introducing PandasAI a free alternative for fast Business Intelligence. Let dive in: https://t.co/zgiDZ8YSbP"  
[X Link](https://x.com/mdancho84/status/1983859099201675412)  2025-10-30T11:30Z 88.1K followers, [----] engagements


"Move over Tableau and PowerBI. There's a new Python library that automates Business Intelligence with AI using Text2SQL. Let me introduce you to WrenAI:"  
[X Link](https://x.com/mdancho84/status/1984218376009404439)  2025-10-31T11:18Z 88.9K followers, [----] engagements


"On Wednesday November 12th I'm sharing one of my best AI Projects: How I built an AI Customer Segmentation Agent with Python 👉Register here (740+ Registered): https://learn.business-science.io/ai-register https://learn.business-science.io/ai-register"  
[X Link](https://x.com/mdancho84/status/1984218406812364826)  2025-10-31T11:18Z 88.2K followers, [---] engagements


"That's a wrap Over the next [--] days I'm sharing the [--] concepts that helped me become a data scientist. If you enjoyed this thread: [--]. Follow me @mdancho84 for more of these [--]. RT the tweet below to share this thread with your audience Move over Tableau and PowerBI. There's a new Python library that automates Business Intelligence with AI using Text2SQL. Let me introduce you to WrenAI: https://t.co/ybdNeXXkaU Move over Tableau and PowerBI. There's a new Python library that automates Business Intelligence with AI using Text2SQL. Let me introduce you to WrenAI: https://t.co/ybdNeXXkaU"  
[X Link](https://x.com/mdancho84/status/1984218409748312533)  2025-10-31T11:18Z 88.2K followers, [----] engagements


"🚨BREAKING: Uber launches QueryGPT Natural Language to SQL Using Generative AI"  
[X Link](https://x.com/mdancho84/status/1984283102827491397)  2025-10-31T15:35Z 89.2K followers, 138.4K engagements


"1. Uber has recently released QueryGPT inside of their SQL operations: QueryGPT uses large language models (LLM) vector databases and similarity search to generate complex queries from English questions that are provided by the user as input"  
[X Link](https://x.com/mdancho84/status/1984283109274083571)  2025-10-31T15:35Z 88.5K followers, [----] engagements


"2. Operational Impact: Uber's data platform handles [-------] queries each month. Before QueryGPT Uber's Operations (3000 employees) spent 10+ minutes per SQL query. After QueryGPT average query is [--] minutes with fewer errors. 3X speedup"  
[X Link](https://x.com/mdancho84/status/1984283117339754517)  2025-10-31T15:35Z 88.4K followers, [----] engagements


"Full Article: I have one more thing before you go. If you want to become a generative AI data scientist in [----] ($200000 career) then I'd like to help: https://www.uber.com/en-TW/blog/query-gpt/ https://www.uber.com/en-TW/blog/query-gpt/"  
[X Link](https://x.com/mdancho84/status/1984283122440040913)  2025-10-31T15:35Z 88.4K followers, [----] engagements


"On Wednesday November 12th I'm sharing one of my best AI Projects: How I built an AI Customer Segmentation Agent with Python 👉Register here (740+ Registered): https://learn.business-science.io/ai-register https://learn.business-science.io/ai-register"  
[X Link](https://x.com/mdancho84/status/1984283131965272423)  2025-10-31T15:35Z 88.3K followers, [----] engagements


"That's a wrap Over the next [--] days I'm sharing the [--] concepts that helped me become a data scientist. If you enjoyed this thread: [--]. Follow me @mdancho84 for more of these [--]. RT the tweet below to share this thread with your audience 🚨BREAKING: Uber launches QueryGPT Natural Language to SQL Using Generative AI. https://t.co/T3B0mw6p4M 🚨BREAKING: Uber launches QueryGPT Natural Language to SQL Using Generative AI. https://t.co/T3B0mw6p4M"  
[X Link](https://x.com/mdancho84/status/1984283135438147695)  2025-10-31T15:35Z 88.3K followers, [----] engagements


"🚨NEW Whitepaper on AI Agents by OpenAI The maker of ChatGPT shares how it builds AI Agents. Get the 34-page white paper here:"  
[X Link](https://x.com/mdancho84/status/1984586049486471468)  2025-11-01T11:39Z 88.9K followers, 50.8K engagements


"This Whitepaper covers: [--]. Building evaluating and deploying AI agents [--]. Architectures tool integration and scaling [--]. Agent ops and evaluation frameworks Get it here: I have one more thing before you go. If you want to become a generative AI data scientist in [----] ($200000 career) then I'd like to help: https://cdn.openai.com/business-guides-and-resources/a-practical-guide-to-building-agents.pdf https://cdn.openai.com/business-guides-and-resources/a-practical-guide-to-building-agents.pdf https://cdn.openai.com/business-guides-and-resources/a-practical-guide-to-building-agents.pdf"  
[X Link](https://x.com/mdancho84/status/1984586059720663539)  2025-11-01T11:39Z 88.6K followers, [----] engagements


"🚨WANT TO BECOME A GENERATIVE AI DATA SCIENTIST IN [----] ($200000 career) Discover how I built an AI Customer Segmentation Agent with Python: - Scikit Learn - K-Means - LangChain - LangGraph - OpenAI 👉Register here (500 seats): https://learn.business-science.io/ai-register https://learn.business-science.io/ai-register"  
[X Link](https://x.com/mdancho84/status/1984586070348988632)  2025-11-01T11:39Z 88.4K followers, [----] engagements


"That's a wrap Over the next [--] days I'm sharing the [--] concepts that helped me become an AI data scientist. If you enjoyed this thread: [--]. Follow me @mdancho84 for more of these [--]. RT the tweet below to share this thread with your audience 🚨NEW Whitepaper on AI Agents by OpenAI The maker of ChatGPT shares how it builds AI Agents. Get the 34-page white paper here: https://t.co/tNN8XnhiTK 🚨NEW Whitepaper on AI Agents by OpenAI The maker of ChatGPT shares how it builds AI Agents. Get the 34-page white paper here: https://t.co/tNN8XnhiTK"  
[X Link](https://x.com/mdancho84/status/1984586073477984266)  2025-11-01T11:39Z 88.4K followers, [----] engagements


"Stop Prompting LLMs. Start Programming LLMs. Introducing DSPy by Stanford NLP. This is why you need to learn it:"  
[X Link](https://x.com/mdancho84/status/1984646940307390574)  2025-11-01T15:41Z 89.9K followers, 70.6K engagements


"1. Why DSPy DSPy is the open-source framework for programmingrather than promptinglanguage models. It allows you to iterate fast on building modular AI systems"  
[X Link](https://x.com/mdancho84/status/1984646943927111987)  2025-11-01T15:41Z 88.3K followers, [----] engagements


"2. Modules that express AI programmer-centric way To build enterprise-grade AI you need to be able to build modular codebases. DSPy makes it easy to create these LLM tasks modularly"  
[X Link](https://x.com/mdancho84/status/1984646951111921701)  2025-11-01T15:41Z 88.3K followers, [----] engagements


"3. Optimize prompts and weights of your AI This is the secret sauce IMO. DSPy allows you to improve LLM performance through tuning"  
[X Link](https://x.com/mdancho84/status/1984646960528146781)  2025-11-01T15:41Z 88.3K followers, [----] engagements


"Learn more: I have one more thing before you go. If you want to become a generative AI data scientist in [----] ($200000 career) then I'd like to help: https://dspy.ai/ https://dspy.ai/"  
[X Link](https://x.com/mdancho84/status/1984646965292904771)  2025-11-01T15:41Z 88.3K followers, [----] engagements


"Want to learn how to build and deploy Generative AI Applications for Data Science I have a new workshop series: AI For Data Scientists"  
[X Link](https://x.com/mdancho84/status/1984646968417595871)  2025-11-01T15:41Z 88.3K followers, [----] engagements


"On Wednesday November 12th I'm sharing one of my best AI Projects: How I built an AI Customer Segmentation Agent with Python 👉Register here (740+ Registered): https://learn.business-science.io/ai-register https://learn.business-science.io/ai-register"  
[X Link](https://x.com/mdancho84/status/1984646977653547263)  2025-11-01T15:41Z 88.5K followers, [----] engagements

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