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[@yourclouddude](/creator/twitter/yourclouddude)
"Wanna save AWS cost like a pro Use Spot Instances for testing Turn off unused EC2s (seriously) Set CloudWatch billing alerts Use S3 Lifecycle rules for auto-deletion Avoid overprovisioning Lambda memory Your wallet will thank you"  
![@yourclouddude Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1896591753064685568.png) [@yourclouddude](/creator/x/yourclouddude) on [X](/post/tweet/1946616774922739900) 2025-07-19 17:03:00 UTC XXX followers, 2139 engagements


"Use AWS AI services like a pro (even if you're new to ML): Textract for invoice/data parsing Rekognition for image/video analysis Comprehend for text classification SageMaker Studio Lab for notebooks Bedrock for GenAI API access You dont need to be a data scientist to use these"  
![@yourclouddude Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1896591753064685568.png) [@yourclouddude](/creator/x/yourclouddude) on [X](/post/tweet/1947863661248172371) 2025-07-23 03:37:41 UTC XXX followers, 1089 engagements


"Want to build real Python projects (not just hello world) 🔓 My Python Project Vault gives you: 25+ beginnerintermediate projects Dashboards to track learning Productivity tools Zero fluff all action Find it in my bio. Real devs build"  
![@yourclouddude Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1896591753064685568.png) [@yourclouddude](/creator/x/yourclouddude) on [X](/post/tweet/1947143244535488538) 2025-07-21 03:55:00 UTC XXX followers, XX engagements


"7. Want to stand out Learn these in 2025: ⚡ LangChain + LLMs ⚡ Streamlit / Gradio apps ⚡ AutoML tools (SageMaker Vertex AI) ⚡ Vector databases (Pinecone FAISS) ⚡ AI + APIs (OpenAI Cohere Claude)"  
![@yourclouddude Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1896591753064685568.png) [@yourclouddude](/creator/x/yourclouddude) on [X](/post/tweet/1947303246072070430) 2025-07-21 14:30:47 UTC XXX followers, XX engagements


"AWS services cheat sheet for real-world use 🧠👇 Use case Service:- Hosting static website - S3 + CloudFront Cron jobs - EventBridge + Lambda Automation Boto3 - (Python SDK) Infra as Code - CloudFormation / CDK CI/CD - CodePipeline + GitHub Actions Want this as a Notion template Comment CHEATSHEET 🔁"  
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"☁ Use CloudWatch like a pro: Create custom dashboards Enable anomaly detection Centralize logs from all services Set billing alarms Integrate with Lambda for alerts Dont just monitor. Observe + act"  
![@yourclouddude Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1896591753064685568.png) [@yourclouddude](/creator/x/yourclouddude) on [X](/post/tweet/1947839495237161254) 2025-07-23 02:01:39 UTC XXX followers, XX engagements


"☁ X. AWS Like a Pro Real Use Use AWS like a pro (even as a beginner): Use SNS for instant error alerts Use CloudFormation to replicate infra Use IAM Access Analyzer to spot over-permissions Use EventBridge to trigger workflows Use Boto3 to bulk-tag resources Knowing the tools knowing the systems"  
![@yourclouddude Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1896591753064685568.png) [@yourclouddude](/creator/x/yourclouddude) on [X](/post/tweet/1947236186570797400) 2025-07-21 10:04:19 UTC XXX followers, 2920 engagements


"ChatGPT with browsing = cheat mode 🧠 Find latest research papers Get API examples in seconds Compare cloud services live Analyze stock trends Reverse-engineer SaaS UI flows The internet + reasoning = power tool"  
![@yourclouddude Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1896591753064685568.png) [@yourclouddude](/creator/x/yourclouddude) on [X](/post/tweet/1946691770152103950) 2025-07-19 22:01:00 UTC XXX followers, XX engagements


"Want to learn AWS without wasting weeks on random videos 🧠 I built a Notion system that helps you: ✅ Track services ✅ Do real projects ✅ Build habit get hired Reply AWS and Ill DM it your way ☁"  
![@yourclouddude Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1896591753064685568.png) [@yourclouddude](/creator/x/yourclouddude) on [X](/post/tweet/1947734021095506032) 2025-07-22 19:02:32 UTC XXX followers, XXX engagements


"💻 Want to break into cloud without wasting XXX hours I built a Notion guide that helped 100+ folks: ✅ Learn AWS ✅ Build real projects ✅ Stay consistent Reply START and Ill DM it"  
![@yourclouddude Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1896591753064685568.png) [@yourclouddude](/creator/x/yourclouddude) on [X](/post/tweet/1947386567124824143) 2025-07-21 20:01:52 UTC XXX followers, XXX engagements


"Use AWS like a pro (pt. 3): S3 + CloudFront Blazing fast asset delivery Lambda + Step Functions Serverless workflows DynamoDB TTL Auto-delete stale data Athena Query logs like SQL SES Send emails from your backend Not just services .these are real-world building blocks"  
![@yourclouddude Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1896591753064685568.png) [@yourclouddude](/creator/x/yourclouddude) on [X](/post/tweet/1946961342738448407) 2025-07-20 15:52:11 UTC XXX followers, XXX engagements


"@anshuraj0123 I mostly use AWS Security Hub GuardDuty and IAM Analyzer to keep things tight from day one"  
![@yourclouddude Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1896591753064685568.png) [@yourclouddude](/creator/x/yourclouddude) on [X](/post/tweet/1946827933709930683) 2025-07-20 07:02:04 UTC XXX followers, XX engagements


"You only need X AWS services to start : EC2 run apps S3 store files IAM manage access RDS databases Lambda run code without servers CloudWatch monitor VPC network setup Forget the 200+. Master these X and get ahead of 90%"  
![@yourclouddude Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1896591753064685568.png) [@yourclouddude](/creator/x/yourclouddude) on [X](/post/tweet/1947660786903457929) 2025-07-22 14:11:32 UTC XXX followers, 3116 engagements


"Use AWS like a pro even as a beginner: Use EC2 to deploy your portfolio Use Lambda to auto-resize images Use S3 to host static websites Use Boto3 to automate file uploads Use CloudWatch to track function errors These arent just services. Theyre how the cloud actually works in real life"  
![@yourclouddude Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1896591753064685568.png) [@yourclouddude](/creator/x/yourclouddude) on [X](/post/tweet/1945715474357961064) 2025-07-17 05:21:33 UTC XXX followers, 9112 engagements


"You dont need to master XXX Python concepts to start building. You need: ✅ X project ✅ X use case ✅ Google + ChatGPT Youll learn more by doing than reading"  
![@yourclouddude Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1896591753064685568.png) [@yourclouddude](/creator/x/yourclouddude) on [X](/post/tweet/1947868457128587355) 2025-07-23 03:56:44 UTC XXX followers, XXX engagements


"Confused by all the AI jargon My free AI Kickstarter guide simplifies: AI vs ML vs GenAI Real-world use cases Beginner tools Visual workflows Cheatpacks + glossary 🧠 Grab it from my bio. Its free"  
![@yourclouddude Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1896591753064685568.png) [@yourclouddude](/creator/x/yourclouddude) on [X](/post/tweet/1946767771217379433) 2025-07-20 03:03:00 UTC XXX followers, XXX engagements


"DevOps is just: IaC (Terraform) CI/CD (GitHub Actions) Monitoring (CloudWatch Datadog) Logs & alerts (SNS ELK) Automation (Lambda Bash Python) Tools evolve. Mindset stays"  
![@yourclouddude Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1896591753064685568.png) [@yourclouddude](/creator/x/yourclouddude) on [X](/post/tweet/1947688814400442493) 2025-07-22 16:02:54 UTC XXX followers, XXX engagements


"DevOps is just: Infra as Code (Terraform) CI/CD (GitHub Actions CodePipeline) Monitoring (CloudWatch Datadog) Logs & alerts (ELK SNS) Automation (Lambda Bash Python) Tools change. The mindset stays"  
![@yourclouddude Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1896591753064685568.png) [@yourclouddude](/creator/x/yourclouddude) on [X](/post/tweet/1946961900282974608) 2025-07-20 15:54:24 UTC XXX followers, 40.8K engagements


"Learning AWS is like: Okay I made an S3 bucket Why can't I access it Oh permissions. Still blocked Oh its private. Need IAM role Now I broke everything. Fun"  
![@yourclouddude Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1896591753064685568.png) [@yourclouddude](/creator/x/yourclouddude) on [X](/post/tweet/1947112793829675432) 2025-07-21 01:54:00 UTC XXX followers, XX engagements


"Learning AWS be like: 📖 S3 is for storage. 🧠 Got it. X hours later. 🤯 Why does this bucket need a policy for me to read it Cloud is just permission errors until you figure it out"  
![@yourclouddude Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1896591753064685568.png) [@yourclouddude](/creator/x/yourclouddude) on [X](/post/tweet/1947794245823127636) 2025-07-22 23:01:51 UTC XXX followers, XX engagements


"Will launch a Notion Learning Template for AWS AI SERVICES soon"  
![@yourclouddude Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1896591753064685568.png) [@yourclouddude](/creator/x/yourclouddude) on [X](/post/tweet/1946829016767324651) 2025-07-20 07:06:22 UTC XXX followers, XX engagements


"Want to learn ML Build these: Spam email detector Movie review sentiment app House price predictor Resume ranker (HR use case) AI study-buddy chatbot Skip the theory paralysis. Learn by building"  
![@yourclouddude Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1896591753064685568.png) [@yourclouddude](/creator/x/yourclouddude) on [X](/post/tweet/1946737320528646462) 2025-07-20 01:02:00 UTC XXX followers, XXX engagements


"Freelancing in cloud is just: Specialize (e.g. AWS + Python) Build X real projects Learn to scope & price Offer clarity not complexity Deliver outcomes not hours You dont need clients. You need case studies"  
![@yourclouddude Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1896591753064685568.png) [@yourclouddude](/creator/x/yourclouddude) on [X](/post/tweet/1948051324173463950) 2025-07-23 16:03:23 UTC XXX followers, XX engagements


"3. Use these beginner-friendly datasets: ✅ Titanic classification ✅ Netflix movies EDA ✅ Airbnb prices regression ✅ Spotify charts recommendation ✅ YouTube trending NLP You dont need big data to start. You need good questions"  
![@yourclouddude Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1896591753064685568.png) [@yourclouddude](/creator/x/yourclouddude) on [X](/post/tweet/1947303239247953988) 2025-07-21 14:30:46 UTC XXX followers, XX engagements


"Check out the FREE AWS AI Guide and start learning👇"  
![@yourclouddude Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1896591753064685568.png) [@yourclouddude](/creator/x/yourclouddude) on [X](/post/tweet/1947863664914272649) 2025-07-23 03:37:41 UTC XXX followers, XX engagements


"5. Learn from free but curated resources. 📚 Python Kickstarter (Notion): for core Python 📚 Kaggle Learn: bite-sized DS courses 📚 StatQuest (YT): stats + ML demystified 📚 AWS AI Guide (launching soon): for real-world AI projects 📚 fastpages / Jupyter: for smart documentation"  
![@yourclouddude Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1896591753064685568.png) [@yourclouddude](/creator/x/yourclouddude) on [X](/post/tweet/1947303242615988349) 2025-07-21 14:30:46 UTC XXX followers, XX engagements


"Dont overthink it. Use EC2 to run apps Use S3 to store files Use IAM to secure access Use Lambda to automate Use CloudWatch to monitor Use Boto3 + Python to control it all Use budgets to avoid surprise bills Use real projects to learn fast The best way to learn AWS Build. Not binge tutorials"  
![@yourclouddude Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1896591753064685568.png) [@yourclouddude](/creator/x/yourclouddude) on [X](/post/tweet/1944450804536271185) 2025-07-13 17:36:12 UTC XXX followers, 9807 engagements


"One guide. Real AWS skills. Grab it here 👉"  
![@yourclouddude Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1896591753064685568.png) [@yourclouddude](/creator/x/yourclouddude) on [X](/post/tweet/1948051325494653069) 2025-07-23 16:03:23 UTC XXX followers, X engagements