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Beginners AI ML GenAI Agentic AI

Module 0: Start Here 0/6 ›

Start Here: Quick Links & Helpful Resources Learning Roadmap for AWS AI/ML, GenAI & Agentic AI Live Session Course Schedule: AI for Beginners PPT: Introduction to AI / ML/ Gen AI & Agentic AI Multi-Cloud: AI / ML / GenAI / Agents / Data New Microsoft AI Certifications (Mar-Jun) 2026

Module 1: Intro to AI, ML, DL, Gen AI & Agentic AI 0/6 ›

L1: AI vs ML vs DL L2: Generative AI L3:AI vs ML vs Deep Learning vs GenAI & Agentic AI Intro & History of AI, ML, Gen AI, & Agentic AI Real-World AI Applications and Use Cases Quizzes - Quick Knowledge Check

Module 2: ML Foundation 0/6 ›

L1: Introduction to Machine Learning (ML) L2: Types of Machine Learning L3: Supervised Learning L4: Unsupervised Learning L5: Reinforcement Learning Quiz - Quick Knowledge Check

Module 3: DL Foundation 0/5 ›

L1: Intro to Deep Learning (DL) L2: Introduction to Neural Networks Deep Learning- CNN, GAN, RNN, LSTM, GPT, VAE CNN, DNN, RNN, LSTM, ANN ... Neural Net. Types Quiz - Quick Knowledge Check

Module 4: Gen AI Foundation 0/14 ›

L1: Introduction to Generative AI L2: Generative AI L3: Prompt Engineering L4: Prompting Techniques L5: Foundation Models (FMs) L6: Large Language Models (LLMs) L7: Key Technologies Behind LLMs (GPT, BERT) L8: Transformer, Tokenization, Embedding & Vectors Use Cases of Foundation Models (FMs) Introduction to LLM Applications LLM Architecture LLM / AI Application Lifecycle Use Cases of LLMs & Generative AI Quiz - Quick Knowledge Check

Module 5: RAG 0/5 ›

L1: Retrieval-Augmented Generation (RAG) L2: RAG Use Cases & Applications L3: Chunking RAG & RagOps Quiz - Quick Knowledge Check

Module 6: Agentic AI Foundation 0/8 ›

L1: AI Agents L2: Agentic AI L3: AI Agents vs Agentic AI L4: AI Agentic Architecture L5: Types of AI Agent L6: MCP: Model Context Protocol L7: A2A (Application-to-Application) in AI Agents: Quiz - Quick Knowledge Check

Module 7: AI/LLM/ML Ops for Beginners 0/9 ›

Quick Links: Helpful Resources L01: MLOps - Start Here L02: Overview AI, ML, DL & GenAI L03: ML Lifecycle & Pieplines L04: MLOps Roles & Responsibilities L05: Phases in ML L06: MLOps L7: Kubeflow What's Next for MLOps

Hands-On Labs 0/13 ›

Lab : Create an AWS Cloud Account Lab : Register Azure Free trial account Lab 1: Create API Key for OpenAI GPT LLM Model Lab 2: Create API Key for Google Gemini LLM Model Lab 3: Creating API Keys for Hugging Face & Groq Lab 4: Create API Keys for Tavily Lab 5: Create Weather API Key Lab 6: Creating Serper API key Lab 7: Google Colab: Complete Setup & Usage Guide Lab 8: Secure API Keys with Google Colab Secrets Lab 9: Create API Key for Anthropic LLM Model Lab 10 : Create API Keys for LangSmith & Langfuse Frequently Asked Questions (FAQ's)

FAQs & Q&A 0/9 ›

Q/A: Suggestion for C++ Programmer in Azure AI/ML? Q/A: AWS Key Sevices for AI/ML Engineers Q/A: Oracle Cloud Key Sevices for AI/ML / Data Eng Q/A: Apache Spark & Apache Camel Q/A: Is Python Required for AI Leaders, Managers? Q/A: Google Cloud Key Sevices for AI/ML Engineers Q/A: Coding/Programing: What if I don't have? How to Raise a Ticket to AWS Support for FM Issues Q/A: Azure Key Sevices for AI/ML Engineers

Terminology / Key Concepts 0/20 ›

Glossary / Terminology Explained at High Level AI, ML, DL, GenAI, Agents etc Frameworks & Libraries in ML (Machine Learning) Feature Engineering TensorFlow & PyTorch (ML Frameworks) TensorFlow, Tensor & SafeTensors NumPy, Matplotlib, Spark MLlib, Scikit-learn Keras (Neural Network API) Tools:Kubeflow vs MLFlow vs AWS vs Azure vs Google Ensemble Methods: Bagging, Boost, Stack, Vote.. AutoML LLMOps(large language model operations) LangChain LangGraph Adversarial Machine Learning n8n vs LangGraph: Detailed Comparison Vector Databases (FAISS) & Embeddings ChromaDB Transformers in a mathematical way Transformers

Core Concepts Of AI/ML/Gen AI 0/10 ›

FM vs LLM Temperature Hallucination Sampling Top-p Top-k Tokenization in NLP (Natural Language Processing) What is Performance in AI, ML, and Gen AI? Top AI Skills must have in 2025 What is Evaluation?

2605 - AI for Beginner's Live Session 0/2 ›

260530- Day 1- Intro to AI, ML, Gen AI, Agentic AI 260531 - Day 2 - LLMs, RAG & Agentic AI

2604 - AI for Beginner's Live Session 0/4 ›

Quizzes & FAQ's:- 260427- Day 1- Intro to AI, ML, Gen AI, Agentic AI 260428 - Day 2 - AWS AI/ML Gen AI Services 260429 - Day 3 - Azure AI/ML & Gen AI Services

2603 - AI for Beginner's Live Session 0/3 ›

260325 - Day 1 - Introduction to AI, ML, and DL 260326 - Day 2 - Overview of AWS AI/ML Serviecs 260327 - Day 3 - Overview of Azure AI/ML Services

2603 - AIML Beginner (Sahid) 0/1 ›

260306 - AIML Onboarding Session

2602 - AI for Beginner's Live Session 0/4 ›

260228 - Day 1 - Introduction to AI, ML, and DL 260301 - Day 2- Introduction to Prompt Engineering 260307 - Day 3 - Model Fine Tuning 260308 - Day 4 - Overview of Azure AI/ML Services

2602- AIML Beginner (Sahid) 0/1 ›

260213 - AIML for Beginners - Part 1

2601 - AIML Services for Beginners (Jalal sir) 0/1 ›

AIML Services for Beginners

2601: Bonus Session: Agentic AI Design Patterns 0/1 ›

260131 - Bonus Session: Agentic AI Design Patterns

2601_AIML for Beginners 0/5 ›

260124 - Onboarding & AIML for beginners 260125 - AIML for Beginners 260130 - AIML for Beginners 260206 - AIML for Beginners 260220 - AIML OVERVIEW Session

2601 - AIML for beginners 0/3 ›

260102 - AIML for beginners 260109 - AIML for beginners 260116 - AIML for beginners

2601 - AIML Onboarding session 0/1 ›

260103 - AIML Onboarding Session

What's Next 0/2 ›

What's Next: After AI/ML/GenAI for Beginners Share Feedback & Win 100$ Amazon Voucher

2512_AIML for beginners 0/2 ›

251206 - Day 1 - AIML for beginners 251207 - Day 2 - AIML for beginners

2512_AIML for beginners 0/2 ›

251212 - Day 1 - AIML for beginners 251219 - Day 2 - AIML for beginners

Home › Beginners AI ML GenAI Agentic AI › 2603 - AIML Beginner (Sahid)

2603 - AIML Beginner (Sahid)

1 lessons

1 260306 - AIML Onboarding Session