Generative AI for Data Engineers & Analysts - Complete 2026 Course
New Vlog Channel- / @souravwelogs Generative AI for Data Engineers & Analysts - Complete 2026 Course Hi, Welcome to Our YouTube Channel Oats Aur Code Generative AI Full Course | Data Engineering | Agentic AI Generative AI for Data Engineers & Analysts - Complete 2026 Course Generative AI in Data Science - Full Hands-On Course (Python + Projects) Data-First Generative AI Course - Build Real Projects from Scratch Generative AI is Changing Data Jobs - Here's What You NEED to Learn Stop Ignoring Generative AI! Data Professional's Survival Guide 2026 What Data Engineers Don't Understand About Generative AI (Full Course) 🔍What You'll Learn? This is a complete Generative AI course for beginners, covering all the core fundamentals of Gen AI - NLP, vector embeddings, Word2Vec, Transformers, GPT models, BERT models, vector stores, RAG, and a lot more, all explained in just 4 hours. Unlock the power of Generative AI with this beginner-friendly, end-to-end full course designed specifically for the Data Domain. Whether you're a Data Engineer, Data Analyst, ML Engineer, or absolute beginner—this course will help you understand how Generative AI works, how it is used in real-world data workflows, and how you can apply it in your career today. 🚀 What You’ll Learn in This Course ✔️ What is Artificial Intelligence? ✔️ Fundamentals of Generative AI ✔️ LLMs (Large Language Models) explained ✔️ NLP basics & evolution (BoW → Word2Vec → Transformers) ✔️ Embedding vectors & vector databases ✔️ Prompt engineering fundamentals ✔️ RAG (Retrieval-Augmented Generation) architecture ✔️ GenAI use cases in Data Engineering & Analytics ✔️ Hands-on demonstrations for data workflows ✔️ Best practices & real project examples 🔍 Who Is This Course For? 🔹Beginners in AI & ML 🔹Data Engineers / Data Analysts 🔹Cloud Engineers (Azure | AWS | GCP) 🔹Students & working professionals 🔹Anyone curious about Generative AI 🧠 Tools and Technologies Covered 🔹ChatGPT 🔹OpenAI APIs 🔹LangChain / LlamaIndex 🔹Vector Stores (FAISS, Pinecone) 🔹Azure OpenAI 🔹Databricks GenAI Stack 🔹RAG pipelines 📌 Real-World Data Domain Use Cases 🔹Automated data quality checks 🔹SQL query generation 🔹Data pipeline optimization 🔹Metadata & documentation generation 🔹BI insights extraction 🔹Data categorization & labeling 🔹Chat-with-your-data apps 🏆 Why Watch This Course? This course is crafted to give you both theory + practical understanding, especially for those working in data platforms, ETL pipelines, big data, and analytics. By the end, you’ll be able to understand, design, and even build your own Generative AI solutions. 📚 Chapters / Timestamps 0:00 - Introduction 4:19 - What is Artificial Intelligence? 32:24 -Language AI - NLP 45:09 - Evolution of NLP 1:10:32 - What are Embedding Vectors? 1:34:00 - Bag of Words (BOW) 1:59:47 - word2vec embedding vectors 2:24:33 - word2vec lab 2:38:00 - Bag of Words lab 2:42:41 - Transformers Encoder-Decoder Architecture 3:39:10 - Prompt Techniques 4:03:34 - RAG and Vector Stores ❤️ Support the Channel 👍 Like 💬 Comment your questions 🔔 Subscribe for data engineering + AI videos 🔖 Keywords (SEO-Optimized) Generative AI course, GenAI for Data Engineers, Generative AI full course for beginners, data engineering AI course, learn generative AI from scratch, RAG tutorial, vector database tutorial, embeddings explained, NLP for beginners, OpenAI course, Azure OpenAI data, Databricks AI course, LLM fundamentals, prompt engineering basics, AI full course. WATCH MY PREVIOUS PLAYLIST: ➡️Azure Databricks- • Databricks Tutorial ➡️Azure Data Factory ADFV2- • Data Factory ADFV2 ➡️Azure Synapse- • Azure Synapse Tutorial in Hindi ➡️Python Tutorials Hindi- • Python Tutorials For Beginners In Hindi ➡️Apache Sqoop- • Sqoop Mastery ➡️Databricks Scala- • Databricks Tutorial Scala ➡️Scala 3- • Scala 3 ❤️ Other social links Youtube- / @datadevhq Linkedin- / saurav-sarkar-b68309204 #modelcoding Generative AI for Data Engineers & Analysts - Complete 2026 Course ⭐Hashtags⭐ #genai #agenticai #dataengineering
