# ![@techlao Avatar](https://lunarcrush.com/gi/w:26/cr:tiktok::7410525212741108778.png) @techlao TechLao 🇰🇭 | Data Analyst

TechLao 🇰🇭 | Data Analyst posts on TikTok about data, link, tableau, roadmap the most. They currently have [------] followers and [---] posts still getting attention that total [------] engagements in the last [--] hours.

### Engagements: [------] [#](/creator/tiktok::7410525212741108778/interactions)
![Engagements Line Chart](https://lunarcrush.com/gi/w:600/cr:tiktok::7410525212741108778/c:line/m:interactions.svg)

- [--] Week [------] -13%
- [--] Month [-------] +146%
- [--] Months [---------] -70%

### Mentions: [--] [#](/creator/tiktok::7410525212741108778/posts_active)
![Mentions Line Chart](https://lunarcrush.com/gi/w:600/cr:tiktok::7410525212741108778/c:line/m:posts_active.svg)

- [--] Week [--] -22%
- [--] Month [--] +111%
- [--] Months [---] -27%

### Followers: [------] [#](/creator/tiktok::7410525212741108778/followers)
![Followers Line Chart](https://lunarcrush.com/gi/w:600/cr:tiktok::7410525212741108778/c:line/m:followers.svg)

- [--] Week [------] +1.20%
- [--] Month [------] +2.70%
- [--] Months [------] +14%

### CreatorRank: [-------] [#](/creator/tiktok::7410525212741108778/influencer_rank)
![CreatorRank Line Chart](https://lunarcrush.com/gi/w:600/cr:tiktok::7410525212741108778/c:line/m:influencer_rank.svg)

### Social Influence

**Social category influence**
[technology brands](/list/technology-brands)  22% [stocks](/list/stocks)  5% [social networks](/list/social-networks)  3% [finance](/list/finance)  2%

**Social topic influence**
[data](/topic/data) #764, [link](/topic/link) #2141, [tableau](/topic/tableau) #83, [roadmap](/topic/roadmap) #36, [how to](/topic/how-to) 11%, [math](/topic/math) 10%, [bio](/topic/bio) #1149, [if you](/topic/if-you) 8%, [python](/topic/python) #279, [science](/topic/science) 5%

**Top accounts mentioned or mentioned by**
[@demi](/creator/undefined) [@riri](/creator/undefined) [@ando](/creator/undefined) [@erickrest](/creator/undefined) [@rhoda](/creator/undefined) [@mary](/creator/undefined)

**Top assets mentioned**
[Alphabet Inc Class A (GOOGL)](/topic/$googl) [Microsoft Corp. (MSFT)](/topic/microsoft)
### Top Social Posts
Top posts by engagements in the last [--] hours

"✅ Get Free Data Resources & My [--] Day Data Analyst Roadmap Link in Bio #DataAnalyst #DataAnalytics"  
[TikTok Link](https://www.tiktok.com/@techlao/video/7599092491735878943)  2026-01-25T00:40Z [--] followers, 30.3K engagements


"✅ Get Free Data Resources & My [--] Day Data Analyst Roadmap Link in Bio #DataAnalyst What Beginner Data Analysts Really Do in 30seconds What Beginner Data Analysts Really Do in 30seconds"  
[TikTok Link](https://www.tiktok.com/@techlao/video/7601196837348838687)  2026-01-30T16:46Z [--] followers, 11.3K engagements


"#dataanalyst The perfect Data Analyst stack Data Cleaning Excel / Pandas Databases SQL (PostgreSQL MySQL) Visualization Power BI / Tableau Analysis Python (Pandas NumPy) Stats / ML Scikit-learn APIs Requests Workflow Jupyter / VS Code Sharing PowerPoint / Streamlit The perfect Data Analyst stack Data Cleaning Excel / Pandas Databases SQL (PostgreSQL MySQL) Visualization Power BI / Tableau Analysis Python (Pandas NumPy) Stats / ML Scikit-learn APIs Requests Workflow Jupyter / VS Code Sharing PowerPoint / Streamlit"  
[TikTok Link](https://www.tiktok.com/@techlao/video/7554459694937427230)  2025-09-26T18:02Z 77.2K followers, [----] engagements


"#sql #dataanalytics Im a data analyst. Fastest way to get good at SQL: Pick a dataset (Kaggle/Google) Write [--] queries Build [--] project report That beats any course. Im a data analyst. Fastest way to get good at SQL: Pick a dataset (Kaggle/Google) Write [--] queries Build [--] project report That beats any course"  
[TikTok Link](https://www.tiktok.com/@techlao/video/7556618652620000543)  2025-10-03T14:30Z 76.5K followers, 71.1K engagements


"You can be a data analyst with zero experience #DataAnalyst"  
[TikTok Link](https://www.tiktok.com/@techlao/video/7597868400940944671)  2026-01-21T17:30Z 76.5K followers, [----] engagements


"#DataAnalyst I DO NOT care if you have [--] or [--] followers. Let's connect if you're learning - Al - SQL - Excel - Python - Tableau - Power BI - Data Analytics - Data Science I DO NOT care if you have [--] or [--] followers. Let's connect if you're learning - Al - SQL - Excel - Python - Tableau - Power BI - Data Analytics - Data Science"  
[TikTok Link](https://www.tiktok.com/@techlao/video/7600957287242435870)  2026-01-30T01:16Z 76.7K followers, [----] engagements


"#DataAnalyst Certifications DONT get you Hired. Projects do Certifications DONT get you Hired. Projects do"  
[TikTok Link](https://www.tiktok.com/@techlao/video/7601033653111541022)  2026-01-30T06:12Z 77.1K followers, [----] engagements


"✅ Get Free Data Resources & My [--] Day Data Analyst Roadmap Link in Bio #dataanalyst I know how hard pivoting into data feelsso I created a roadmap thats helped 800+ people. Start here if youre serious about becoming a data analyst. 📂 Data Analyst Roadmap linktr.ee/techlao 📁 SQL 📁 Excel 📁 Math & Stats 📁 Power BI / Tableau 📁 Decision-Making & Communication 📁 Curiosity Mindset & Lifelong Learning 📂 Free Resources topmate.io/techlao 🗂 Free 6-Fig Resume Template Power BI Starter Kit free books and more How to Learn Data Analysis (In less than 45sec*) How to Learn Data Analysis (In less"  
[TikTok Link](https://www.tiktok.com/@techlao/video/7601362163424398623)  2026-01-31T03:27Z 77.1K followers, [----] engagements


"✅ Get Free Data Resources & My [--] Day Data Analyst Roadmap Link in Bio #dataanalyst I know how hard pivoting into data feelsso I created a roadmap thats helped 800+ people. Start here if youre serious about becoming a data analyst. 📂 Data Analyst Roadmap linktr.ee/techlao 📁 SQL 📁 Excel 📁 Math & Stats 📁 Power BI / Tableau 📁 Decision-Making & Communication 📁 Curiosity Mindset & Lifelong Learning 📂 Free Resources topmate.io/techlao 🗂 Free 6-Fig Resume Template Power BI Starter Kit free books and more Entry Data Analysts: DONT Learn Python First Entry Data Analysts: DONT Learn Python"  
[TikTok Link](https://www.tiktok.com/@techlao/video/7601551464476986654)  2026-01-31T15:42Z 77.2K followers, [----] engagements


"Drop Hire-Readiness in comments if you want the free evaluation tool #dataanalyst Why Youre Not Getting Data Analsyt Interviews Why Youre Not Getting Data Analsyt Interviews"  
[TikTok Link](https://www.tiktok.com/@techlao/video/7601610457270455582)  2026-01-31T19:31Z 76.5K followers, [----] engagements


"#dataanalyst #dataanalytics [--] month SQL [--] month Excel [--] month PBI Try that [--] month SQL [--] month Excel [--] month PBI Try that"  
[TikTok Link](https://www.tiktok.com/@techlao/video/7571988738356546846)  2025-11-12T23:43Z [--] followers, 150.6K engagements


"This is your data analyst roadmap for [----] #dataanalytics #dataanalyst Data Analyst Roadmap [----] Data Analyst Roadmap 2026"  
[TikTok Link](https://www.tiktok.com/@techlao/video/7597636102421220638)  2026-01-21T02:28Z [--] followers, [----] engagements


"✅ Get Free Data Resources & My [--] Day Data Analyst Roadmap Link in Bio #DataAnalyst How I would learn Excel as a Beginner Data Analyst How I would learn Excel as a Beginner Data Analyst"  
[TikTok Link](https://www.tiktok.com/@techlao/video/7600663424590171422)  2026-01-29T06:16Z [--] followers, 17.4K engagements


"Stop applying for #dataanalyst roles Stop Applying to Data Analyst Jobs Stop Applying to Data Analyst Jobs"  
[TikTok Link](https://www.tiktok.com/@techlao/video/7601440171183115551)  2026-01-31T08:30Z [--] followers, 15.9K engagements


"Trying to break into data analytics without wasting time or money. Follow for beginner-friendly data & career tips. Free resources + roadmap in my bio 👆 #dataanalytics #excel How to Learn Excel for Beginners (in [--] Seconds) How to Learn Excel for Beginners (in [--] Seconds)"  
[TikTok Link](https://www.tiktok.com/@techlao/video/7602044284472233247)  2026-02-01T23:34Z [--] followers, 21.2K engagements


"✅ Get Free Data Resources & My [--] Day Data Analyst Roadmap Link in Bio #dataanalyst Entry-Level Data Analyst Jobs Arent Actually Entry-Level Entry-Level Data Analyst Jobs Arent Actually Entry-Level"  
[TikTok Link](https://www.tiktok.com/@techlao/video/7602311125765590302)  2026-02-02T16:50Z [--] followers, [----] engagements


"✅ Get Free Data Resources & My [--] Day Data Analyst Roadmap Link in Bio #dataanalyst I know how hard pivoting into data feelsso I created a roadmap thats helped 800+ people. Start here if youre serious about becoming a data analyst. 📂 Data Analyst Roadmap: linktr.ee/techlao 📂 Excel 📂 Math/Stats 📂 PowerBi/Tableau 📂 Decision Making & Communication 📂 Curiousity Mindset & Always Learning 📂 Free Resources: 🗂 Topmate.io/techlao I ranked the ONLY [--] skills that actually get entry-level data analysts hired I ranked the ONLY [--] skills that actually get entry-level data analysts hired"  
[TikTok Link](https://www.tiktok.com/@techlao/video/7603450674289921310)  2026-02-05T18:32Z [--] followers, [----] engagements


"1 hour SQL [--] hour Excel [--] hour PowerBi Watch your skills grow if you can commit [--] hours per week. #dataanalyst #dataanalytics #sql #excel 📍It takes [--] month to become a Data Analyst: ✋Dont rush Good things take time. [--] month for DAX [--] month for Excel [--] months PowerBi [--] months for basic SQL 📍It takes [--] month to become a Data Analyst: ✋Dont rush Good things take time. [--] month for DAX [--] month for Excel [--] months PowerBi [--] months for basic SQL"  
[TikTok Link](https://www.tiktok.com/@techlao/video/7485119583536336174)  2025-03-23T21:27Z [--] followers, 502.4K engagements


"Complete Data Analyst Roadmap (2025) Your step-by-step guide to mastering data analysis and landing your dream job ✅ Excel Learn essential formulas: SUM IF VLOOKUP Master Pivot Tables charts and conditional formatting Practice data cleaning and organization techniques ✅ SQL Understand SELECT WHERE JOIN GROUP BY ORDER BY Write queries to extract filter and summarize data Practice with real datasets (e.g. sales marketing HR) ✅ Python Start with basics: variables loops functions Learn data-focused libraries: Pandas (manipulation) NumPy (numerical ops) Matplotlib & Seaborn (visualization) ✅ Data"  
[TikTok Link](https://www.tiktok.com/@techlao/video/7517472653309938974)  2025-06-19T01:53Z [--] followers, 424.5K engagements


"✅Get Free Data Resources & My [--] Dsy Dara Analyst Roadmap in my Bio Link. Start here if youre serious about data : 📊 My [--] Day Data Analyst Roadmap : https://techlao.typedream.app/ 📍 My #1 recommended SQL course by DataCamp : https://datacamp.pxf.io/o4o3Wn 📍 My #1 recommended Data Analyst Cert by Coursera/Google : https://imp.i384100.net/EEJjX2 📍 My #1 recommended Excel course by DataCamp : https://datacamp.pxf.io/LKWd2Y 📍 My #1 recommended PowerBI Cert by Microsoft : https://imp.i384100.net/QjWdn3 --- 🔥 Get more free resources: https://linktr.ee/techlao #dataanalyst #dataanalytics Week"  
[TikTok Link](https://www.tiktok.com/@techlao/video/7521003345503325470)  2025-06-28T14:14Z [--] followers, 172.6K engagements


"Answer it like this #DataAnalyst #DataAnalytics"  
[TikTok Link](https://www.tiktok.com/@techlao/video/7599005878196407582)  2026-01-24T19:04Z [--] followers, 11.7K engagements


"Google Data Analytics Certificate versus Datacamp review #DataAnalyst"  
[TikTok Link](https://www.tiktok.com/@techlao/video/7600184568028679454)  2026-01-27T23:17Z [--] followers, [----] engagements


"#dataanalyst How to Build Your First SQL Project for Data Analyst How to Build Your First SQL Project for Data Analyst"  
[TikTok Link](https://www.tiktok.com/@techlao/video/7601710643636391199)  2026-02-01T01:59Z [--] followers, [----] engagements


"Most people shouldnt become data analysts. Link in bio if you think youre one of the few. #dataanalyst #powerbi How to Build your First Beginner Power BI Project How to Build your First Beginner Power BI Project"  
[TikTok Link](https://www.tiktok.com/@techlao/video/7601954438617517343)  2026-02-01T17:46Z [--] followers, [----] engagements


"Most data analytics advice is wrong. Ive spent 3+ years fixing it. If youre still getting started Ive bundled everything you need to: Understand the analyst role Learn what skills actually matter Be 10x confident with your projects/interviews Link in bio #dataanalytics Data Analyst Skills Order: Master Excel - Learn PowerBI - Learn SQL - Learn Basic Python Data Analyst Skills Order: Master Excel - Learn PowerBI - Learn SQL - Learn Basic Python"  
[TikTok Link](https://www.tiktok.com/@techlao/video/7602138292133301534)  2026-02-02T05:39Z [--] followers, [----] engagements


"✅ Get Free Data Resources & My [--] Day Data Analyst Roadmap Link in Bio #dataanalyst I know how hard pivoting into data feelsso I created a roadmap thats helped 800+ people. Start here if youre serious about becoming a data analyst. 📂 Data Analyst Roadmap linktr.ee/techlao 📁 SQL 📁 Excel 📁 Math & Stats 📁 Power BI / Tableau 📁 Decision-Making & Communication 📁 Curiosity Mindset & Lifelong Learning 📂 Free Resources topmate.io/techlao 🗂 Free 6-Fig Resume Template Power BI Starter Kit free books and more Most Entry Data Analysts Spend 80% of Their Time Doing THIS Most Entry Data Analysts"  
[TikTok Link](https://www.tiktok.com/@techlao/video/7602893126520311071)  2026-02-04T06:28Z [--] followers, [----] engagements


"✅ Get Free Data Resources & My [--] Day Data Analyst Roadmap Link in Bio #dataanalyst I know how hard pivoting into data feelsso I created a roadmap thats helped 800+ people. Check my bio link Start here if youre serious about becoming a data analyst. 📂 Data Analyst Roadmap: linktr.ee/techlao 📂 Excel 📂 Math/Stats 📂 PowerBi/Tableau 📂 Decision Making & Communication 📂 Curiousity Mindset & Always Learning 📂 Free Resources: 🗂 Topmate.io/techlao How to Learn Data Analytics 10min SQL 10min Excel 10min metrics How to Learn Data Analytics 10min SQL 10min Excel 10min metrics"  
[TikTok Link](https://www.tiktok.com/@techlao/video/7603237316479470879)  2026-02-05T04:44Z [--] followers, [----] engagements


"✅ Get Free Data Resources & My [--] Day Data Analyst Roadmap Link in Bio #dataanalyst I know how hard pivoting into data feelsso I created a roadmap thats helped 800+ people. Start here if youre serious about becoming a data analyst. 📂 Data Analyst Roadmap: linktr.ee/techlao 📂 Excel 📂 Math/Stats 📂 PowerBi/Tableau 📂 Decision Making & Communication 📂 Curiousity Mindset & Always Learning 📂 Free Resources: 🗂 Topmate.io/techlao"  
[TikTok Link](https://www.tiktok.com/@techlao/video/7603912830051503391)  2026-02-07T00:25Z [--] followers, 49.2K engagements


"✅ Get Free Data Resources & My [--] Day Data Analyst Roadmap Link in Bio #dataanalyst I know how hard pivoting into data feelsso I created a roadmap thats helped 800+ people. Start here if youre serious about becoming a data analyst. 📂 Data Analyst Roadmap: linktr.ee/techlao 📂 Excel 📂 Math/Stats 📂 PowerBi/Tableau 📂 Decision Making & Communication 📂 Curiousity Mindset & Always Learning 📂 Free Resources: 🗂 Topmate.io/techlao"  
[TikTok Link](https://www.tiktok.com/@techlao/video/7604382616623631646)  2026-02-08T06:48Z [--] followers, [----] engagements


"✅ Get Free Data Resources & My [--] Day Data Analyst Roadmap Link in Bio #dataanalyst I know how hard pivoting into data feelsso I created a roadmap thats helped 800+ people. Start here if youre serious about becoming a data analyst. 📂 Data Analyst Roadmap: linktr.ee/techlao 📂 Excel 📂 Math/Stats 📂 PowerBi/Tableau 📂 Decision Making & Communication 📂 Curiousity Mindset & Always Learning 📂 Free Resources: 🗂 Topmate.io/techlao #sql"  
[TikTok Link](https://www.tiktok.com/@techlao/video/7604752483910503710)  2026-02-09T06:44Z [--] followers, [----] engagements


"✅ Get Free Data Resources & My [--] Day Data Analyst Roadmap Link in Bio #dataanalyst I know how hard pivoting into data feelsso I created a roadmap thats helped 800+ people. Start here if youre serious about becoming a data analyst. 📂 Data Analyst Roadmap: linktr.ee/techlao 📂 Excel 📂 Math/Stats 📂 PowerBi/Tableau 📂 Decision Making & Communication 📂 Curiousity Mindset & Always Learning 📂 Free Resources: 🗂 Topmate.io/techlao Stop OVERTHINKING Excel SQL & Power BI Stop overthinking PowerBi Just start and figure it out as you go. Just start* Stop overthinking Excel Stop overthinking Stop"  
[TikTok Link](https://www.tiktok.com/@techlao/video/7605028663884516638)  2026-02-10T00:35Z [--] followers, [----] engagements


"#dataanalyst The EXACT Data Analyst Roadmap to Follow The EXACT Data Analyst Roadmap to Follow"  
[TikTok Link](https://www.tiktok.com/@techlao/video/7605088616695598366)  2026-02-10T04:28Z [--] followers, [----] engagements


"✅Get Free Data Resources & My [--] Day Data Analyst Roadmap Link in Bio #programming #dataanalyst #sql [--]. Learn the Basics W3Schools SQLZoo SQLTeaching SQLBolt [--]. Analytical Problems ModeSQL Kaggle [--]. SQL & Interviews HackerRank Glassdoor look at company interviews section and read canidates review Free SQL Resources [----] [--]. Learn the Basics W3Schools SQLZoo SQLTeaching SQLBolt [--]. Analytical Problems ModeSQL Kaggle [--]. SQL & Interviews HackerRank Glassdoor look at company interviews section and read canidates review Free SQL Resources 2025"  
[TikTok Link](https://www.tiktok.com/@techlao/video/7541427499364912414)  2025-08-22T15:10Z 73.1K followers, [----] engagements


"✅ Get Free Data Resources & My [--] Day Data Analyst Roadmap Link in Bio #dataanalyst #datascience Statistics = Math Statistics + SQL + Excel = Data Analytics Statistics + SQL + Python + ML = Data Science Think of it like this  Statistics Whats happening SQL Wheres the data Excel/Python How to do it fast Data Analytics Whats the story Data Science Whats next Statistics = Math Statistics + SQL + Excel = Data Analytics Statistics + SQL + Python + ML = Data Science Think of it like this  Statistics Whats happening SQL Wheres the data Excel/Python How to do it fast Data Analytics Whats the story"  
[TikTok Link](https://www.tiktok.com/@techlao/video/7541534051832794399)  2025-08-22T22:04Z 72.8K followers, [----] engagements


"#dataanalytics #dataanalyst Resources Ive used to be a data analyst 💦 Resources Ive used to be a data analyst 💦"  
[TikTok Link](https://www.tiktok.com/@techlao/video/7542542507964370207)  2025-08-25T15:17Z 73K followers, [----] engagements


"#dataanalyst Data analyst [----] Data analyst 2025"  
[TikTok Link](https://www.tiktok.com/@techlao/video/7551849172266224927)  2025-09-19T17:11Z 73.6K followers, 18.1K engagements


"#dataanalytics #dataanalyst #sql Data Retrieval (SELECT WHERE) Data Filtering (AND OR IN LIKE) Data Aggregation (GROUP BY SUM AVG) Data Joining (INNER LEFT RIGHT) Data Structuring (CREATE ALTER DROP) Data Integrity (PRIMARY KEY FOREIGN KEY CONSTRAINTS) The bare minimum. SQL is just: Data Retrieval (SELECT WHERE) Data Filtering (AND OR IN LIKE) Data Aggregation (GROUP BY SUM AVG) Data Joining (INNER LEFT RIGHT) Data Structuring (CREATE ALTER DROP) Data Integrity (PRIMARY KEY FOREIGN KEY CONSTRAINTS) The bare minimum. SQL is just:"  
[TikTok Link](https://www.tiktok.com/@techlao/video/7555676269405424926)  2025-09-30T00:43Z 73.5K followers, [----] engagements


"Learn how to be a data analyst in my bio link #dataanalytics #dataanalyst You need excel + SQL + PBI Data analyst roadmap [----] You need excel + SQL + PBI Data analyst roadmap 2025"  
[TikTok Link](https://www.tiktok.com/@techlao/video/7559654865383771447)  2025-10-10T18:02Z 72.7K followers, [----] engagements


"#dataanalyst If SQL frustrates you practice it. If projects intimidate you build them. The thing you resist is the thing you need most. If SQL frustrates you practice it. If projects intimidate you build them. The thing you resist is the thing you need most"  
[TikTok Link](https://www.tiktok.com/@techlao/video/7566744377654037815)  2025-10-29T20:33Z 73.1K followers, [----] engagements


"#dataanalyst #dataanalytics Data analysis is known for [--]. Excel is known for VLOOKUP [--]. SQL is known for SELECT * FROM. [--]. Python is known for Pandas. [--]. R is known for ggplot2. [--]. Power Bl is known for DAX. [--]. Tableau is known for Drag&Drop Dashboards. [--]. Statistics is known for p-values. [--]. Google Sheets is known for IMPORTRANGE. 9.Jupyter is known for Notebooks. [--]. Looker is known for LookML. [--]. SAS is known for PROC. [--]. Apache Spark is known for Big Data Processing. [--]. Excel users are known Ctrl+Z 🤣 Data analysis is known for [--]. Excel is known for VLOOKUP [--]. SQL is known for SELECT *"  
[TikTok Link](https://www.tiktok.com/@techlao/video/7569670772122324238)  2025-11-06T17:48Z 73.4K followers, [----] engagements


"#sql #dataanalyst [--] SQL questions you should know [--] SQL questions you should know"  
[TikTok Link](https://www.tiktok.com/@techlao/video/7570756089575230734)  2025-11-09T16:00Z 73.6K followers, [----] engagements


"#dataanalytics #sql I'm a data analyst Skills I would learn to find a entry level role: SQL Excel PowerBi Data Modelling Data Visualisation Learn this to become a data analyst. I'm a data analyst Skills I would learn to find a entry level role: SQL Excel PowerBi Data Modelling Data Visualisation Learn this to become a data analyst"  
[TikTok Link](https://www.tiktok.com/@techlao/video/7571506954783214879)  2025-11-11T16:34Z 73.6K followers, [----] engagements


"#dataanalyst 9-Month Roadmap to Become a Data Analyst: Month 1-2: Excel + SQL Month 3: Data Cleaning + EDA Month 4-5: Power BI Month 6: Real Projects + Case Studies Month 7: Stats + BI metrics Month 8: Resume + Portfolio Month 9: Apply. Interview. Repeat. No shortcut. Just steps. 9-Month Roadmap to Become a Data Analyst: Month 1-2: Excel + SQL Month 3: Data Cleaning + EDA Month 4-5: Power BI Month 6: Real Projects + Case Studies Month 7: Stats + BI metrics Month 8: Resume + Portfolio Month 9: Apply. Interview. Repeat. No shortcut. Just steps"  
[TikTok Link](https://www.tiktok.com/@techlao/video/7571930831963360542)  2025-11-12T19:59Z 73.4K followers, [--] engagements


"#dataanalyst #dataanalytics [--] Excel operations used by data analysts: [--]. Pivot tables [--]. XLOOKUPS + VLOOKUPS [--]. Power Query [--]. INDEX MATCH [--]. SUMIFS [--]. Conditional formatting Number [--] is most used. [--] Excel operations used by data analysts: [--]. Pivot tables [--]. XLOOKUPS + VLOOKUPS [--]. Power Query [--]. INDEX MATCH [--]. SUMIFS [--]. Conditional formatting Number [--] is most used"  
[TikTok Link](https://www.tiktok.com/@techlao/video/7572483171216919863)  2025-11-14T07:42Z 74.5K followers, 12.4K engagements


"Happy to connect with the data community please leave a comment Tagging more people from the data community that has been really helpful: @Demi Data Analyst @Riri @Ando @EricKrest @Rhoda Oluwajuwonlo Ayorinde @Mary Data Analyst #dataanalyst #dataanalytics #dataengineer #datascience If youre into: Data science Data analysis Data engineering Data governance Artifical intelligence Prompt engineering Youve found a new friend. 👉 If youre into: Data science Data analysis Data engineering Data governance Artifical intelligence Prompt engineering Youve found a new friend. 👉"  
[TikTok Link](https://www.tiktok.com/@techlao/video/7485057319378898222)  2025-03-23T17:25Z 75.3K followers, 83.6K engagements


"#dataanalyst #datascience It doesn't matter if you're [--] [--] [--] or [--] years old. It's never too late early or too late to learn data science or data analytics. If you have a question ask it. If you have a problem solve it. If you can't understand it learn it. It just takes an open mind and a lot of curiosity. Youre not too old to learn data DA: SQL+Excel+PowerBI DS: Python+SQL+ML It doesn't matter if you're [--] [--] [--] or [--] years old. It's never too late early or too late to learn data science or data analytics. If you have a question ask it. If you have a problem solve it. If you can't understand"  
[TikTok Link](https://www.tiktok.com/@techlao/video/7486597211116096810)  2025-03-27T21:01Z [---] followers, [----] engagements


"📍My [--] day data analyst roadmap is live link in bio #dataanalytics #dataanalyst Python: Learn basics pandas numpy and visualization libraries. SQL: Master SELECT JOINS and aggregations. Excel: Focus on formulas pivot tables and charts. Power BI: Start with data import basic DAX and dashboard creation. Practice daily and work on small projects Excel power BI SQL and pythonespecially excel Learn Excel before SQL Learn SQL before Power BI Learn Power BI before DAX Excel. U must master vlookup sum if pivot table. Master Excel first especially formulas and pivot dashboards. Then move on to Power"  
[TikTok Link](https://www.tiktok.com/@techlao/video/7490404356777381162)  2025-04-07T03:15Z 74.8K followers, 417.7K engagements


"NOTE - This is about professionals doing data science on their own (i.e. DIY). This doesn't apply to folks wanting a DS job in Big Tech. So much of real-world business analytics does not require anything beyond middle school math. #datascience #machinelearning How to become a DIY data scientist: - Ignore calculus - Ignore linear algebra - Ignore statistics - Ignore neural networks + Learn just enough Python + Learn decision trees + Learn random forests + Learn k-means + Use Python in Excel and blow your boss' mind How to become a DIY data scientist: - Ignore calculus - Ignore linear algebra -"  
[TikTok Link](https://www.tiktok.com/@techlao/video/7494280276521012523)  2025-04-17T13:55Z 75K followers, 34.6K engagements


"✅Get My Data Analyst [--] Day Roadmap & Free Respurces in my Bio Link #dataanalyst #dataanalytics Data analyst checklist Data analyst checklist"  
[TikTok Link](https://www.tiktok.com/@techlao/video/7510103968274484510)  2025-05-30T05:19Z 74.6K followers, 39.3K engagements


"Learning data analytics isnt just about downloading Python or watching a few YouTube videos. It looks easy from the outside: Free datasets everywhere Tools like Excel SQL Tableau Python Job titles like "Data Analyst" trending non-stop on LinkedIn But most beginners treat it like a sprint. They binge courses without real projects. Copy code without understanding it. And three weeks later Burnout or confusion sets in. Thats not learning. Thats chasing shortcuts. I started learning analytics by running experiments on political data and predicting outcomes. That taught me to think in"  
[TikTok Link](https://www.tiktok.com/@techlao/video/7514815292577549598)  2025-06-11T22:01Z 74.8K followers, [----] engagements


"Whatthehelliante #dataanalyst #dataanalytics Data Avengers Assemble Data Avengers Assemble"  
[TikTok Link](https://www.tiktok.com/@techlao/video/7515107482289704223)  2025-06-12T16:55Z 74.7K followers, 21.2K engagements


"Learn Practice and Get Free datasets at Kaggle #dataanalytics #dataanalyst #datascience #kaggle #machinelearning Kaggle.com Kaggle.com"  
[TikTok Link](https://www.tiktok.com/@techlao/video/7516054519944465695)  2025-06-15T06:10Z 72.9K followers, [----] engagements


"✅Get FREE Data Resources & My [--] Day Dara Analyst Roadmap in my Bio link 📍 My #1 recommended SQL course by DataCamp : https://datacamp.pxf.io/o4o3Wn 📍 My #1 recommended Data Analyst Cert by Coursera/Google : https://imp.i384100.net/EEJjX2 📍 My #1 recommended Excel course by DataCamp : https://datacamp.pxf.io/LKWd2Y 📍 My #1 recommended PowerBI Cert by Microsoft : https://imp.i384100.net/QjWdn3 📂 My [--] Day Data Analyst Roadmap : https://topmate.io/techlao --- Get more free resources: https://linktr.ee/techlao #dataanalytics #dataanalyst #sql #excel [--] months of hard work can put you [--] years"  
[TikTok Link](https://www.tiktok.com/@techlao/video/7518815308782521630)  2025-06-22T16:43Z 74.8K followers, 70K engagements


"✅Get Free Data Resources & My [--] Day Data Analyst Roadmap in my Bio Link I know how hard pivoting into data feelsso I created a roadmap thats helped 800+ people. Start here if youre serious about becoming a data analyst. 📂 Data Analyst Roadmap linktr.ee/techlao 📁 SQL 📁 Excel 📁 Math & Stats 📁 Power BI / Tableau 📁 Decision-Making & Communication 📁 Curiosity Mindset & Lifelong Learning 📂 Free Resources topmate.io/techlao 🗂 Resume help job boards free guides and more You only need [--] tools to land your first Data Analyst job: SQL query and manage data Excel clean analyze and pivot Power"  
[TikTok Link](https://www.tiktok.com/@techlao/video/7530518457993973022)  2025-07-24T05:38Z 75.3K followers, 13.9K engagements


"✅Get Free Data Resources & My [--] Day Data Analyst Roadmap in my Bio Link I know how hard pivoting into data feelsso I created a roadmap thats helped 800+ people. Start here if youre serious about becoming a data analyst. 📂 Data Analyst Roadmap linktr.ee/techlao 📁 SQL 📁 Excel 📁 Math & Stats 📁 Power BI / Tableau 📁 Decision-Making & Communication 📁 Curiosity Mindset & Lifelong Learning 📂 Free Resources topmate.io/techlao 🗂 Free 6-Fig Resume Template Power BI Starter Kit free books and more You only need [--] tools to land your first Data Analyst job: SQL query and manage data Excel clean"  
[TikTok Link](https://www.tiktok.com/@techlao/video/7533092314869255455)  2025-07-31T04:05Z 75.3K followers, [----] engagements


"#dataanalyst #dataanalytics #sql [--]. Learn the Basics W3Schools SQLZoo SQLTeaching SQLBolt [--]. Analytical Problems ModeSQL Kaggle [--]. SQL & Interviews HackerRank Glassdoor look at company interviews section and read canidates review [--]. SQL Starter Project Link in my Bio 📍Free SQL Resources [--]. Learn the Basics W3Schools SQLZoo SQLTeaching SQLBolt [--]. Analytical Problems ModeSQL Kaggle [--]. SQL & Interviews HackerRank Glassdoor look at company interviews section and read canidates review [--]. SQL Starter Project Link in my Bio 📍Free SQL Resources"  
[TikTok Link](https://www.tiktok.com/@techlao/video/7534924708630908191)  2025-08-05T02:36Z 75K followers, [----] engagements


"✅Get Free Data Resources & My [--] Day Data In My Bio Link #dataanalytics #dataanalyst How to be a data analyst in [----] How to be a data analyst in 2025"  
[TikTok Link](https://www.tiktok.com/@techlao/video/7538840172662721823)  2025-08-15T15:50Z 75.2K followers, 111K engagements


"#dataanalyst Im a data analyst Ask me anything here. Free consultation ✅ Im a data analyst Ask me anything here. Free consultation ✅"  
[TikTok Link](https://www.tiktok.com/@techlao/video/7559320633138564382)  2025-10-09T20:25Z 74.8K followers, 11.4K engagements


"#dataanalyst #dataanalytics I'm a data analyst Must learn Excel for Data Analysts: Vlookup Xlookup Flash Fill Pivot Table IF Formulas Pivot Charts Quick Analysis Conditional Formatting Transpose Columns into Rows Excel is the bread and butter of analytics. I'm a data analyst Must learn Excel for Data Analysts: Vlookup Xlookup Flash Fill Pivot Table IF Formulas Pivot Charts Quick Analysis Conditional Formatting Transpose Columns into Rows Excel is the bread and butter of analytics"  
[TikTok Link](https://www.tiktok.com/@techlao/video/7583015087519108366)  2025-12-12T16:52Z 74.6K followers, [---] engagements


"Must-Know Data Analyst Skills & Why They Matter [--]. SQL Query databases to extract filter and manipulate data. Essential for pulling insights and passing data to visualization tools like Tableau or Power BI. Example: Writing a SQL query to retrieve monthly sales data for a dashboard. [--]. Excel Clean transform and analyze raw data efficiently. Great for quick analysis pivot tables and data validation. Example: Using VLOOKUP and Pivot Tables to combine and summarize customer data. [--]. Python/R Automate data processing perform statistical analysis and handle large datasets efficiently. Example:"  
[TikTok Link](https://www.tiktok.com/@techlao/video/7479579512997465390)  2025-03-08T23:08Z 75.3K followers, [----] engagements


"📍My Data Analyst [--] Day Roadmap is live link in bio #dataanalytics #dataanalyst 📍Don't spend money becoming a data analyst before validating it's the right fit for you. It's never been easier to start: - My 60Day Roadmap (free) -Excel Microsoft Training Videos (free) - SQL Mode (free) - PowerBI Udemy Course (free) - Google Python Classes (free) Please spend $0 before spending $$$ 📍Don't spend money becoming a data analyst before validating it's the right fit for you. It's never been easier to start: - My 60Day Roadmap (free) -Excel Microsoft Training Videos (free) - SQL Mode (free) -"  
[TikTok Link](https://www.tiktok.com/@techlao/video/7488356890632572202)  2025-04-01T14:49Z 75.5K followers, 178.1K engagements


"📍Learn data analytics in [--] days with my roadmap link in bio #dataanalytics #dataanalyst #10000followers #dataengineer #datascience Everyone who loves: Data Analytics Programming Data Engineering SQL Tableau Power BI Excel Data Science Machine Learning I hope you find my account Lets connect 🤝🙏 Everyone who loves: Data Analytics Programming Data Engineering SQL Tableau Power BI Excel Data Science Machine Learning I hope you find my account Lets connect 🤝🙏"  
[TikTok Link](https://www.tiktok.com/@techlao/video/7490455529979088174)  2025-04-07T06:34Z 75.4K followers, 766K engagements


"📍Get FREE data books 📚 and my [--] Day Data Analyst Roadmap in my bio link #datascience #dataanalyst #dataengineer Data Entry = Excel Junior Data Analyst = SQL + Excel Data Analyst = SQL + Excel + PowerBi Data Scientist = SQL + Excel + Python + ML Data Engineering = SQL + Python/Java + AWS + Spark + ETL Data Entry = Excel Junior Data Analyst = SQL + Excel Data Analyst = SQL + Excel + PowerBi Data Scientist = SQL + Excel + Python + ML Data Engineering = SQL + Python/Java + AWS + Spark + ETL"  
[TikTok Link](https://www.tiktok.com/@techlao/video/7494318392254418218)  2025-04-17T16:23Z 75.4K followers, 359.6K engagements


"📍For Free Data Books Resume and my [--] Day Data Analyst roadmap link in bio #dataanalyst #dataanalytics #powerbi Essential PowerBI Functions Essential PowerBI Functions"  
[TikTok Link](https://www.tiktok.com/@techlao/video/7501671452110769438)  2025-05-07T11:56Z 75.5K followers, 81.6K engagements


"#dataanalyst #dataanalytics #statistics Statistics for Data Analytics Statistics for Data Analytics"  
[TikTok Link](https://www.tiktok.com/@techlao/video/7503601058619428126)  2025-05-12T16:45Z 66.1K followers, 12.5K engagements


"#sql #dataanalyst #datascience Data Analyst = SQL + Excel Data Scientist = SQL + Excel + Python Data Engineer = SQL + Python + AWS + Spark SQL is the primary key to all data roles. Learn this at ✅ Coursera ✅ DataCamp ✅ SQLZoo.net 📍Visit my bio for the links Data Analyst = SQL + Excel Data Scientist = SQL + Excel + Python Data Engineer = SQL + Python + AWS + Spark SQL is the primary key to all data roles. Learn this at ✅ Coursera ✅ DataCamp ✅ SQLZoo.net 📍Visit my bio for the links"  
[TikTok Link](https://www.tiktok.com/@techlao/video/7518994998986165535)  2025-06-23T04:21Z 75.4K followers, 12.6K engagements


"✅ This project simulates real analyst scenarios ✅ Youll master date/time functions grouping filtering and logic ✅ These questions are the types youd get from real managers in top companies #SQL #dataanalytics #tech #datascience ✈ FREE SQL Project Link in Bio ✅ Why This Project Matters Time-based SQL analysis is a key data analyst skill. This project helps you combine logic with timelines exactly what top companies look for. 💰 This project will help you practice: [--]. Data cleaning techniques [--]. Time and date functions [--]. Aggregations + grouping [--]. Real-time delay analysis Time-based SQL"  
[TikTok Link](https://www.tiktok.com/@techlao/video/7524376078576569631)  2025-07-07T16:22Z 75.3K followers, [----] engagements


"✅Get Free Data Resources & My [--] Day Data Analyst Roadmap in my Bio Link. DM me any questions P.S. If youre serious about data i have free resources for you here 📂 Data Analyst Roadmap: linktr.ee/techlao 📂 Excel 📂 Math/Stats 📂 PowerBi/Tableau 📂 Decision Making & Communication 📂 Curiousity Mindset & Always Learning 📂 Free Resources: 🗂 Topmate.io/techlao #dataanalytics #dataanalyst How to learn Data Analytics in [--] Days SQLZoo and SQLBolt Statquest on YouTube Data analyst = SQL + Excel + PowerBI How to learn Data Analytics in [--] Days SQLZoo and SQLBolt Statquest on YouTube Data analyst"  
[TikTok Link](https://www.tiktok.com/@techlao/video/7525284230008507679)  2025-07-10T03:06Z [--] followers, 16.6K engagements


"✅Get Free Data Resources & My [--] Day Data In My Bio Link #datascience Become a Data Scientist in [----] Become a Data Scientist in 2025"  
[TikTok Link](https://www.tiktok.com/@techlao/video/7538114559475846431)  2025-08-13T16:54Z 75.4K followers, 110.6K engagements


"#dataanalytics #dataanalyst P.S. Start here if youre serious about data 📂 Data Analyst Roadmap http://linktr.ee/techlao 📁 SQL 📁 Excel 📁 Math & Stats 📁 Power BI / Tableau 📁 Decision-Making & Communication 📁 Curiosity Mindset & Lifelong Learning 📂 Free Resources http://topmate.io/techlao 🗂 Free 6-Fig Resume Template Power BI Starter Kit free books and more Databases SQL (PostgreSQL MySQL) Sharing PowerPoint / Streamlit Analysis Python (Pandas NumPy) The perfect Data Analyst stack Workflow Jupyter / VS Code APIs Requests Stats / ML Scikit-learn Visualization Power BI / Tableau Data"  
[TikTok Link](https://www.tiktok.com/@techlao/video/7541085425620765983)  2025-08-21T17:03Z 75.4K followers, [----] engagements


"✅ Get Free Data Resources & My [--] Day Data Analyst Roadmap Link in Bio #dataanalytics #dataanalyst #sql Data Roles all require SQL Data Roles all require SQL"  
[TikTok Link](https://www.tiktok.com/@techlao/video/7542001021468396831)  2025-08-24T04:16Z 75.4K followers, 270.9K engagements


"#python #dataanalytics #datasciemce NumPy Math & arrays Pandas Dataframes Matplotlib Visuals Scikit-learn ML Seaborn Stats plots [--] Python libraries every Data Scientist uses: Master these Your toolkit is complete. NumPy Math & arrays Pandas Dataframes Matplotlib Visuals Scikit-learn ML Seaborn Stats plots [--] Python libraries every Data Scientist uses: Master these Your toolkit is complete"  
[TikTok Link](https://www.tiktok.com/@techlao/video/7542924225837927711)  2025-08-26T15:58Z 75.4K followers, 11.3K engagements


"#dataanalyst #sql #dataanalytics"  
[TikTok Link](https://www.tiktok.com/@techlao/video/7561089191971540237)  2025-10-14T14:48Z 75.4K followers, [----] engagements


"#dataanalyst Learn Python last not first. Excel teaches you to see data. SQL teaches you to get data. Python teaches you to scale it. In that order youll learn faster than 90% of beginners. Learn Python last not first. Excel teaches you to see data. SQL teaches you to get data. Python teaches you to scale it. In that order youll learn faster than 90% of beginners"  
[TikTok Link](https://www.tiktok.com/@techlao/video/7561637133069372727)  2025-10-16T02:14Z 75.4K followers, 376.6K engagements


"#dataanalyst #dataanalytics Use these free resources to learn Data Analytics from scratch: [--]. Google Data Analytics (Coursera audit) [--]. SQLBolt / Mode SQL Tutorial [--]. Excel Jet (Excel fundamentals) [--]. Kaggle Learn (hands-on projects) [--]. Microsoft Power BI Learn [--]. DataCamp YouTube (free lessons) Use these free resources to learn Data Analytics from scratch: [--]. Google Data Analytics (Coursera audit) [--]. SQLBolt / Mode SQL Tutorial [--]. Excel Jet (Excel fundamentals) [--]. Kaggle Learn (hands-on projects) [--]. Microsoft Power BI Learn [--]. DataCamp YouTube (free lessons)"  
[TikTok Link](https://www.tiktok.com/@techlao/video/7583425828030057758)  2025-12-13T19:25Z 75.4K followers, 21.7K engagements


"Must know skills for data analytics #dataanalytics"  
[TikTok Link](https://www.tiktok.com/@techlao/video/7597538189225643294)  2026-01-20T20:08Z 75.7K followers, [----] engagements


"Dear data analyst learn your statistics #dataanalytics #dataanalyst Stats SQL Stats SQL"  
[TikTok Link](https://www.tiktok.com/@techlao/video/7597593218049477919)  2026-01-20T23:42Z 75.4K followers, [----] engagements


"Excel skills for beginners that matter #DataAnalyst #excel The Only Excel Skills for Beginners That Matter The Only Excel Skills for Beginners That Matter"  
[TikTok Link](https://www.tiktok.com/@techlao/video/7598042333434727710)  2026-01-22T04:45Z 75.5K followers, [----] engagements


"#dataanalyst How to learn Data Analytics for FREE How to learn Data Analytics for FREE"  
[TikTok Link](https://www.tiktok.com/@techlao/video/7598329852369931550)  2026-01-22T23:20Z 75.6K followers, [----] engagements


"#dataanalyst #sql #dataanalytics Just start. Start slow with SQL Start small with Excel Start privately with PowerBi Just start. Just start. Start slow with SQL Start small with Excel Start privately with PowerBi Just start"  
[TikTok Link](https://www.tiktok.com/@techlao/video/7486851458789281066)  2025-03-28T13:27Z 75.8K followers, 204K engagements


"#dataanalyst #dataanalytics #advice If you want to stand out do this instead: [--]. Pick just [--] core skills [--]. Get ridiculously good at them I didnt try to learn everything. I doubled down on mock interviews and SQL drills until they became second nature. Thats it. Most people spread themselves thin by chasing 10+ tools like Python Excel Tableau Power BI ETL I landed a job at Coursera by mastering just [--] things: SQL Business sense Communication And end up average at all of them. Do thatand youll go very far. If you want to stand out do this instead: [--]. Pick just [--] core skills [--]. Get"  
[TikTok Link](https://www.tiktok.com/@techlao/video/7535161091983297823)  2025-08-05T17:53Z 75.8K followers, [----] engagements


"SQL for data analyst learning order #DataAnalyst #2 Filtering # [--] Select and where The only SQL Breakdown You Need #2 Filtering # [--] Select and where The only SQL Breakdown You Need"  
[TikTok Link](https://www.tiktok.com/@techlao/video/7598024824681712926)  2026-01-22T03:37Z 76.1K followers, [---] engagements


"#DataAnalyst 1% better everyday 1% better at SQL 1% better at Excel 1% better at PowerBi 1% better at Data Modeling 1% closer to your first Data job 1% better everyday 1% better at SQL 1% better at Excel 1% better at PowerBi 1% better at Data Modeling 1% closer to your first Data job"  
[TikTok Link](https://www.tiktok.com/@techlao/video/7599937003299310878)  2026-01-27T07:17Z 75.8K followers, [----] engagements


"Answer it like this #DataAnalyst How would you define KPIs and metrics Data analyst Interview Question #3 How would you define KPIs and metrics Data analyst Interview Question #3"  
[TikTok Link](https://www.tiktok.com/@techlao/video/7600055471826849054)  2026-01-27T14:57Z 75.7K followers, [---] engagements


"✅ Get Free Data Resources & My [--] Day Data Analyst Roadmap Link in Bio #dataanalyst Knowing Excel SQL PowerBl Python is great. But if you don't know how to "sell" your analysis there's a high chance you'll fail Here's what to do: Come up with questions to investigate. Create easy-to-understand answers. Explain what to do next. It's that simple. Knowing Excel SQL PowerBl Python is great. But if you don't know how to "sell" your analysis there's a high chance you'll fail Here's what to do: Come up with questions to investigate. Create easy-to-understand answers. Explain what to do next. It's"  
[TikTok Link](https://www.tiktok.com/@techlao/video/7601242897962355998)  2026-01-30T19:44Z 76.1K followers, [----] engagements


"And heres [--] more [--]. Youll answer the same questions Expect to be asked similar questions repeatedly but in slightly different ways. [--]. Stakeholder communication is crucial Translating data findings into business insights is as important as the analysis itself. [--]. Automate whenever possible Writing scripts and using tools to automate repetitive tasks will save you time. [--]. Perfect data doesnt exist Youll have to deal with missing inconsistent and sometimes incorrect data. [--]. Business acumen is key Understanding company goals and how data impacts decisions makes you a great analyst. #SQL"  
[TikTok Link](https://www.tiktok.com/@techlao/video/7479849037382946090)  2025-03-09T16:35Z 76.3K followers, 15.6K engagements


"1 hour SQL [--] hour Excel [--] hour PowerBi Watch your skills grow if you can commit [--] hours per week. #dataanalytics #dataanalyst #sql"  
[TikTok Link](https://www.tiktok.com/@techlao/video/7485703563050618158)  2025-03-25T11:14Z 76.3K followers, [----] engagements


"#dataanalytics #dataanalyst #sql [--]. Data Cleaning & Transformation Real-world data is messy. SQL gives you the power to clean join and transform data efficiently using JOINs CASE WHEN and WINDOW FUNCTIONS. [--]. Its a Must-Have for Jobs Every data job asks for SQL. Even if youre running machine learning models youll need SQL to pull and prep the right data. [--]. Its Easy to Learn Hard to Master Unlike Python or R SQL is pretty intuitive. You can write basic queries in hours but mastering performance optimization and complex joins takes skillmaking you even more valuable. [--]. Data is in Databases"  
[TikTok Link](https://www.tiktok.com/@techlao/video/7487276011890003243)  2025-03-29T16:55Z 76.6K followers, [----] engagements


"#dataanalyst #Tech I work at Coursera. Ask me anything 👉 I work at Coursera. Ask me anything 👉"  
[TikTok Link](https://www.tiktok.com/@techlao/video/7525487063903276318)  2025-07-10T16:13Z 77.3K followers, [----] engagements


"✅Get Free Data Resources & My [--] Day Data Analyst Roadmap in my Bio Link #dataanalyst #sql Top [--] Free Dataset Sources For Data Analysts Top [--] Free Dataset Sources For Data Analysts"  
[TikTok Link](https://www.tiktok.com/@techlao/video/7525979667992530206)  2025-07-12T00:05Z 76.3K followers, 24.5K engagements


"✅Get Free Data Resources & My [--] Day Data Analyst Roadmap in my Bio Link I know how hard pivoting into data feelsso I created a roadmap thats helped 800+ people. Start here if youre serious about becoming a data analyst. 📂 Data Analyst Roadmap linktr.ee/techlao 📁 SQL 📁 Excel 📁 Math & Stats 📁 Power BI / Tableau 📁 Decision-Making & Communication 📁 Curiosity Mindset & Lifelong Learning 📂 Free Resources topmate.io/techlao 🗂 Resume help job boards free guides and more #dataanalyst #businessanalyst"  
[TikTok Link](https://www.tiktok.com/@techlao/video/7528083129886723359)  2025-07-17T16:07Z 76.5K followers, [----] engagements


"📊  Goal: Turn data into insights for better decision-making Skills: SQL Excel Power BI/Tableau Basic Statistics Tasks: Creating reports & dashboards analyzing trends & patterns 🛠  Goal: Build and maintain data pipelines & infrastructure Skills: Python ETL tools Big Data Cloud platforms Tasks: Cleaning & transforming raw data setting up data warehouses/lakes 🤖  Goal: Create advanced models & predictive analytics Skills: Python/R Machine Learning Statistics Data Visualization Tasks: Building ML models predictive & prescriptive analytics ✨ Whether you love uncovering insights building data"  
[TikTok Link](https://www.tiktok.com/@techlao/video/7539546479736720671)  2025-08-17T13:31Z 76.7K followers, 75.8K engagements


"2025     In [----] becoming an AI Engineer felt simple: Python Math ML Deploy. But in [----] the role looks very different. Were no longer just training models. Were designing intelligent systems that act plan and scale. Heres what the modern path looks like today: [--]. Python & Software Basics (clean code Git APIs) [--]. Math Foundations (Stats Probability Linear Algebra) [--]. Data Prep & EDA (clean data = smart models) [--]. Core ML (classification clustering regression evaluation) [--]. Deep Learning (as foundation not the destination) [--]. NLP & Transformers (BERT GPT Attention) [--]. LLMs & Prompting (working"  
[TikTok Link](https://www.tiktok.com/@techlao/video/7543904335567146271)  2025-08-29T07:22Z 76.3K followers, 31.6K engagements


"Data analyst = SQL + Excel + PowerBi #dataanalyst #sql Data analyst = SQL + Excel + PowerBi Data analyst = SQL + Excel + PowerBi"  
[TikTok Link](https://www.tiktok.com/@techlao/video/7597165981437283598)  2026-01-19T20:04Z 76.4K followers, [----] engagements


"This is the exact tech stack I used to land my first data analyst job #dataanalytics #dataanalyst How I Landed My Data Analyst Job How I Landed My Data Analyst Job"  
[TikTok Link](https://www.tiktok.com/@techlao/video/7597293059994307871)  2026-01-20T04:17Z 76.3K followers, [----] engagements


"Want to become a data analyst in [----] Its not just Excel anymore. Learn SQL Python AI tools and storytelling with data. Build projects that actually get you hired. Start now level up your career and stand out in the tech world 💻📊 #DataAnalyst #DataAnalytics Data Analyst Portfolio to Build for [----] Data Analyst Portfolio to Build for 2026"  
[TikTok Link](https://www.tiktok.com/@techlao/video/7598769583444479262)  2026-01-24T03:47Z 76.3K followers, [----] engagements


"✅ Get Free Data Resources & My [--] Day Data Analyst Roadmap Link in Bio #DataAnalyst #DataAnalytics"  
[TikTok Link](https://www.tiktok.com/@techlao/video/7600417763391196446)  2026-01-28T14:23Z 76.3K followers, 11.3K engagements


"✅ Get Free Data Resources & My [--] Day Data Analyst Roadmap Link in Bio #DataAnalyst #sql This is the SQL I use everyday as a Data Analyst This is the SQL I use everyday as a Data Analyst"  
[TikTok Link](https://www.tiktok.com/@techlao/video/7600508944703851806)  2026-01-28T20:16Z 76.3K followers, [----] engagements


"This is the way #DataAnalyst How to Always Ace the Excel Take Home Test for Data Analyst Interviews How to Always Ace the Excel Take Home Test for Data Analyst Interviews"  
[TikTok Link](https://www.tiktok.com/@techlao/video/7600826948885024031)  2026-01-29T16:51Z 76.3K followers, [----] engagements


"Learn SQL this way #DataAnalyst"  
[TikTok Link](https://www.tiktok.com/@techlao/video/7601063411325144350)  2026-01-30T08:08Z [--] followers, [----] engagements

Limited data mode. Full metrics available with subscription: lunarcrush.com/pricing