Day 33 of documenting my Data Science GenAI Journey. Built 2 AI projects today under guidance of @codebasicshub : Real Estate Research Assistant • RAG architecture • LangChain • Source-based Q&A E-Commerce Chatbot • ChromaDB • Semantic Routing #Codebasics #GenAI

Day 32 of my Data Science GenAI Journey Today I explored the building blocks behind modern AI applications: Prompt Engineering LLM Infrastructure LangChain Vector Databases Similarity Search #DataScience #AI #MachineLearning #LangChain #ChromaDB #LearningInPublic #Codebasics

Day 31 of my Data Science GenAI Journey Today's focus: Foundations of Generative AI How LLMs work Context Windows, Temperature, Top-k & Top-p Vector Databases (Pinecone, Qdrant, ChromaDB) RAG (Retrieval-Augmented Generation) #DataScience #GenAI #LLM #RAG #AI #Codebasics

BEST YOUTUBE CHANNELS TO LEARN 1. SQL → @joeyblue1 2. EXCEL → @excelisfun 3. STATISTICS → @statquest 4. MATHS → @khanacademy 5. PYTHON → @BroCodez 6. DATA ANALYSIS → AlexTheAnalyst 7. MACHINE LEARNING → campusx-official 8. DEEP LEARNING → deeplizard 9. JAVA → Telusko 10. BIG DATA → thedatatech 11. DATA ENGINEERING → dataengineeringvideos 12. NLP → codebasics 13. COMPUTER VISION & AI → murtazasworkshop 14. GEN AI → sunnysavita10 15. UNIVERSITY COURSES → * stanfordonline * mitoc 16. All IN ONE → freeCodeCamp

Day 30 of my Data Science GenAI Journey Today I learned Practical NLP using Hugging Face. Key takeaways: Pipelines make NLP development incredibly simple Built-in support for Sentiment Analysis, NER, Translation, and more #DataScience #GenAI #NLP #HuggingFace #Codebasics

Day 29 of my Data Science GenAI Journey Today I learned how text is converted into numbers for NLP models through: Label Encoding One-Hot Encoding Bag of Words (BoW) Bag of N-Grams TF-IDF #DataScience #GenAI #NLP #MachineLearning #TFIDF #BagOfWords #LearnInPublic #Codebasics

Day 28 of my Data Science GenAI Journey Today I learned about Text Preprocessing in NLP: Tokenization Techniques SpaCy Tokenization SpaCy Language Processing Pipeline Stemming & Lemmatization POS Tagging Stopwords Named Entity Recognition (NER) Regex #DataScience #Codebasics

Day 27 of my Data Science GenAI Journey Today I started learning Natural Language Processing. Key takeaway: NLP follows a pipeline: Data Acquisition → Preprocessing → Feature Extraction → Parsing → Model Building → Evaluation → Deployment → Monitoring #Codebasics #GenAI

Day 26 of my Data Science GenAI Journey Built a Vehicle Damage Classification model using PyTorch & ResNet50 under guidance of @dpcodebasics Used: - Transfer Learning - Data Augmentation - Hyperparameter Tuning with Optuna #DataScience #MachineLearning #DeepLearning #Codebasics

Some YouTube channels every fresher should know: 📌 DSA: NeetCode, Aditya Verma 📌 Java: Java Brains, Amigoscode 📌 Web Dev: Codevolution, FreeCodeCamp 📌 DevOps: TechWorld with Nana 📌 AI/ML: Codebasics Free resources are everywhere. The real challenge is staying consistent.

🚀 10 AI/ML Learning Playlists on YouTube Want to learn AI & Machine Learning for FREE? Start here 👇 1️⃣ MIT Deep Learning Lectures — Lex Fridman (~6M 👀) 🔗 lnkd.in/gxpBAhpD 2️⃣ CS229 Machine Learning — Andrew Ng | Stanford (~6M 👀) 🔗 lnkd.in/gCVcCE42 3️⃣ Machine Learning with Python — Sentdex (~2.8M 👀) 🔗 lnkd.in/gQe2g2id 4️⃣ PyTorch Deep Learning — Daniel Bourke (~3.2M 👀) 🔗 lnkd.in/gWfwMUKw 5️⃣ Scikit-Learn Tutorial — Codebasics (~1.5M 👀) 🔗 lnkd.in/gjaj7agc 6️⃣ ML for Beginners — freeCodeCamp (~2M 👀) 🔗 lnkd.in/gvQRZ5kq 7️⃣ Applied ML — Made With ML / Goku Mohandas (~1.2M 👀) 🔗 lnkd.in/gSeJSYcC 8️⃣ Intro to ML — Sebastian Raschka (~0.8M 👀) 🔗 lnkd.in/gTG4rk8z 9️⃣ ML Algorithms From Scratch — Sentdex (~1.1M 👀) 🔗 lnkd.in/gQe2g2id 🔟 Scikit-Learn ML — Data School / Kevin Markham (~0.8M 👀) 🔗 lnkd.in/gkQg36Gg 📌 Save this list for later. ♻️ Repost to help AI/ML learners. Which playlist would you add to this stack? @dkare1009 #AI #MachineLearning #DeepLearning #DataScience #Python #ArtificialIntelligence

You don't need a $20,000 degree to learn tech. You need the right YouTube channels. Here are 16 FREE resources that can take you from beginner to AI engineer: 🧵 📊 SQL → @joeyblue1 📈 Excel → @excelisfun 📉 Statistics → @statquest 🔢 Math → freeCodeCamp Math Playlist 🐍 Python → @BroCodez 📊 Data Analysis → @AlexTheAnalyst 🤖 Machine Learning → freeCodeCamp ML Course 🧠 Deep Learning → @deeplizard ☕ Java → @Telusko ⚡ Big Data → @thedatatech 🏗️ Data Engineering → freeCodeCamp Data Engineering Course 💬 NLP → @codebasics 👁️ Computer Vision & AI → freeCodeCamp CV Course ✨ Generative AI → @sunnysavita10 🎓 University Courses → @stanfordonline & @mitocw 🚀 Everything in One Place → @freecodecamp The best part? Every resource on this list is free. If you're consistent for the next 6 months, you'll know more than most people who only consume AI content on social media. 🔖 Bookmark this for later. ♻️ Repost to help others learn. ➕ Follow for more AI, tech, and productivity resources.

If I were a fresh tech graduate in Odisha right now, I wouldn’t spend lakhs on another AI buzz course or full stack crash program. Intel is building its semiconductor packaging plant here, and more companies are following. This is a real, long term industry taking shape in our state not just another hype cycle. Instead, I would focus on skills that actually match these opportunities. I would sign up for the free ECSA Learning Platform and complete the introductory modules on Semiconductor basics, Verification, and Cybersecurity. I would strengthen my Python and ML foundations with Codebasics or fast dot ai. I would learn Automation embedded tools I would read up on ISO 26262 functional safety (lots of free resources) and start one dedicated module. I would have POC ready with inbuilt components with my learning’s , semiconductor packaging, automotive electronics, and functional safety equipment These aren’t flashy skills they are practical ones that position you ahead in Odisha’s emerging semiconductor and automotive electronics sector. Far less competition, better stability, and a genuine chance to build something meaningful instead of joining the endless coding rat race. If you are graduating this year, think smart. Learn what the local industry truly needs. Create your own edge if you are still not finding a job inside Odisha trust me European Union especially Poland, Germany or even Netherland will love to hire you for these skills.

13. Codebasics Learn data analytics and AI skills through structured, beginner-friendly projects. 14. Data School Master Python, data analysis, and ML fundamentals with easy-to-follow lessons. 15. Wes Roth Covers emerging AI trends, demos, and research breakthroughs every week.

💻 Best Coding Channels 🚀 JavaScript • SuperSimpleDev • Traversy Media • Net Ninja Java • Telusko • Amigoscode • Coding with John C • The Cherno • CodeBeauty • Apna College C# • IAmTimCorey • Kudvenkat Data Science • Krish Naik • Alex The Analyst • codebasics

Top YouTube Channels for Tech in 2026 🚀 AI / ML 👇 Krish Naik CampusX Codebasics Andrej Karpathy Two Minute Papers DSA 👇 Striver NeetCode Love Babbar Abdul Bari Pepcoding Backend / System Design 👇 Hussein Nasser ByteByteGo Gaurav Sen Arpit Bhayani Tech With Tim Web Dev 👇 Hitesh Choudhary Theo t3. gg Web Dev Simplified Akshay Saini Traversy Media Cybersecurity 👇 NetworkChuck John Hammond LiveOverflow David Bombal Loi Liang Yang DevOps / Cloud 👇 TechWorld with Nana KodeKloud Bret Fisher Nana Janashia DevOps Toolkit Most developers don’t lack resources. They lack consistency 😭 (save this for future)

🚨 Want to become job-ready in Tech without spending lakhs on courses? These 16 YouTube channels can teach you: • AI • Python • Data Science • SQL • Machine Learning • Data Engineering • GenAI • Analytics 100% free. Here’s the ultimate tech learning list for 2026 👇 1️⃣ SQL @joeyblue1 youtube.com/@joeyblue1 2️⃣ Excel @excelisfun youtube.com/@excelisfun 3️⃣ Statistics @statquest youtube.com/@statquest 4️⃣ Math @khanacademy youtube.com/@khanacademy 5️⃣ Python @BroCodez youtube.com/@BroCodez 6️⃣ Data Analysis @AlexTheAnalyst youtube.com/@AlexTheAnalyst 7️⃣ Machine Learning @campusx -official youtube.com/@campusx-officia… 8️⃣ Deep Learning @deeplizard youtube.com/@deeplizard 9️⃣ Java @Telusko youtube.com/@Telusko 🔟 Big Data @thedatatech youtube.com/@thedatatech 1️⃣1️⃣ Data Engineering @DataEngineeringVideos youtube.com/@DataEngineering… 1️⃣2️⃣ NLP (Natural Language Processing) @codebasics youtube.com/@codebasics 1️⃣3️⃣ Computer Vision & AI @murtazasworkshop youtube.com/@murtazasworksho… 1️⃣4️⃣ Generative AI @sunnysavita10 youtube.com/@sunnysavita10 1️⃣5️⃣ University-Level Courses @stanfordonline youtube.com/@stanfordonline @mitocw youtube.com/@mitocw 1️⃣6️⃣ All-in-One Learning @freeCodeCamp youtube.com/@freecodecamp Most people scroll social media for entertainment. Smart people use it to build skills that change their future. ❤️ Like 🔁 Retweet 🔖 Bookmark Follow @akhilesh9235 for more such posts #AI #ArtificialIntelligence #GenerativeAI #CareerGrowth #Upskilling

🚨 New Resume Project Challenge Alert! 🚨 Just came across an exciting challenge by Codebasics for aspiring Data Analysts & storytellers 👀 - Challenge: Help AtliQ Media Decode the 2026 Tamil Nadu Election - Goal: Turn raw election data into compelling, fact-based stories for a one-hour TV show. - Deadline: 28 May 2026 - Prize Pool: ₹10,000 What makes this challenge different is that it’s not just about analysis , it’s about storytelling with data. You need to: - Pick 3 research questions - Build an 8–10 slide stakeholder deck - Create a video walkthrough - (Optional) Build a dashboard in Power BI/Tableau/Streamlit - Publish your findings on LinkedIn A perfect opportunity to practice: Data storytelling Dashboarding Presentation skills Real-world analytical thinking If you’re building your portfolio in Data Analytics, this is definitely worth checking out 🔥 codebasics.io/challenges/cod…

🚨 Want to become job-ready in Tech without spending lakhs on courses? These 16 YouTube channels can teach you: • AI • Python • Data Science • SQL • Machine Learning • Data Engineering • GenAI • Analytics 100% free. Here’s the ultimate tech learning list for 2026 👇 1️⃣ SQL @joeyblue1 youtube.com/@joeyblue1 2️⃣ Excel @excelisfun youtube.com/@excelisfun 3️⃣ Statistics @statquest youtube.com/@statquest 4️⃣ Math @khanacademy youtube.com/@khanacademy 5️⃣ Python @BroCodez youtube.com/@BroCodez 6️⃣ Data Analysis @AlexTheAnalyst youtube.com/@AlexTheAnalyst 7️⃣ Machine Learning @campusx-official youtube.com/@campusx-offic… 8️⃣ Deep Learning @deeplizard youtube.com/@deeplizard 9️⃣ Java @Telusko youtube.com/@Telusko 🔟 Big Data @thedatatech youtube.com/@thedatatech 1️⃣1️⃣ Data Engineering @DataEngineeringVideos youtube.com/@DataEngineeri… 1️⃣2️⃣ NLP (Natural Language Processing) @codebasics youtube.com/@codebasics 1️⃣3️⃣ Computer Vision & AI @murtazasworkshop youtube.com/@murtazasworks… 1️⃣4️⃣ Generative AI @sunnysavita10 youtube.com/@sunnysavita10 1️⃣5️⃣ University-Level Courses @stanfordonline youtube.com/@stanfordonline @mitocw youtube.com/@mitocw 1️⃣6️⃣ All-in-One Learning @freeCodeCamp youtube.com/@freecodecamp Most people scroll social media for entertainment. Smart people use it to build skills that change their future. ❤️ Like 🔁 Retweet 🔖 Bookmark Follow @AamirAnsar94694 for more such posts #AI #ArtificialIntelligence #GenerativeAI #CareerGrowth #Upskilling

🚨 Want to become job-ready in Tech without spending lakhs on courses? These 16 YouTube channels can teach you: • AI • Python • Data Science • SQL • Machine Learning • Data Engineering • GenAI • Analytics 100% free. Here’s the ultimate tech learning list for 2026 👇 1️⃣ SQL @joeyblue1 youtube.com/@joeyblue1 2️⃣ Excel @excelisfun youtube.com/@excelisfun 3️⃣ Statistics @statquest youtube.com/@statquest 4️⃣ Math @khanacademy youtube.com/@khanacademy 5️⃣ Python @BroCodez youtube.com/@BroCodez 6️⃣ Data Analysis @AlexTheAnalyst youtube.com/@AlexTheAnalyst 7️⃣ Machine Learning @campusx-official youtube.com/@campusx-officia… 8️⃣ Deep Learning @deeplizard youtube.com/@deeplizard 9️⃣ Java @Telusko youtube.com/@Telusko 🔟 Big Data @thedatatech youtube.com/@thedatatech 1️⃣1️⃣ Data Engineering @DataEngineeringVideos youtube.com/@DataEngineering… 1️⃣2️⃣ NLP (Natural Language Processing) @codebasics youtube.com/@codebasics 1️⃣3️⃣ Computer Vision & AI @murtazasworkshop youtube.com/@murtazasworksho… 1️⃣4️⃣ Generative AI @sunnysavita10 youtube.com/@sunnysavita10 1️⃣5️⃣ University-Level Courses @stanfordonline youtube.com/@stanfordonline @mitocw youtube.com/@mitocw 1️⃣6️⃣ All-in-One Learning @freeCodeCamp youtube.com/@freecodecamp Most people scroll social media for entertainment. Smart people use it to build skills that change their future. ❤️ Like 🔁 Retweet 🔖 Bookmark Follow @MeenakshiYACS for more such posts #AI #ArtificialIntelligence #GenerativeAI #CareerGrowth #Upskilling