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The Generative AI Full Course 2025 by Simplilearn, starts with an introduction to Generative AI, Large Language Models (LLMs), and their role in making AI accessible to everyone. It then explores the roadmap to Generative AI, covering concepts like Gen AI agents, beginner-friendly models, and pathways to becoming a Generative AI Engineer. Learners dive into MCP tutorials, Agentic AI, and machine learning foundations, before advancing into tools and frameworks like n8n, LangGraph, LangChain, LangFlow, LangSmith, Hugging Face, and Deepseek. The course also includes practical topics such as Search GPT, LSTM, ChatGPT analysis, and AI-powered data analysis. Finally, learners explore LLM benchmarking, AI tools for job interviews, and top Generative AI interview questions and answers to prepare for real-world opportunities.

Following are the topics covered in the Generative AI Full Course for 2025

00:00:00 - Introduction to Generative AI Full Course 2025
00:02:38 - What is Generative AI?
00:06:58 - Introduction to LLM
00:12:58 - Gen AI for Everyone
00:22:55 - Roadmap Gen AI
00:28:46 - What are Gen AI Agents
00:46:52 - Gen ai models for beginners
01:53:22 - How to Become Gen AI Engineer
02:03:02 - MCP tutorial
02:25:46 - Agentic AI
03:02:48 - What is Machine Learning
03:59:25 - Machine Learning Tutorial
04:55:57 - n8n Tutorial
05:09:03 - LangGraph vs LangChain vs LangFlow vs LangSmith
05:18:36 - Deepseek r1
05:34:41 - Install Deepseek
05:45:54 - Hugging Face and its tutorial
06:36:37 - Search GPT
06:44:54 - Langchain
06:59:07 - Access 1000 ai tools
07:16:11 - LSTM
07:22:23 - ChatGPT analyse
07:42:14 - Generative AI For Data Analysis
07:53:41 - LLM Benchmarking
08:02:34 - Gen ai tools for job interview
08:07:43 - Top 15 Generative AI Interview Questions and Answers

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➡️ About Professional Certificate Program in Generative AI and Machine Learning

Dive into the future of AI with our Generative AI & Machine Learning course, in collaboration with E&ICT Academy, IIT Guwahati. Learn tools like ChatGPT, OpenAI, Hugging Face, Python, and more.

Key Features:
✅ Program completion certificate from E&ICT Academy, IIT Guwahati
✅ Curriculum delivered in live virtual classes by seasoned industry experts
✅ Interactive live-virtual masterclasses delivered by esteemed IIT Guwahati faculty
✅ Opportunity to earn an 'Executive Alumni Status' from E&ICT Academy, IIT Guwahati
✅ Eligibility for a campus immersion program organized at IIT Guwahati
✅ Exclusive hackathons and “ask-me-anything” sessions by IBM
✅ Certificates for IBM courses and industry masterclasses by IBM experts
✅ Practical learning through 25+ hands-on projects and 3 industry-oriented capstone projects
✅ Simplilearn's JobAssist helps you get noticed by top hiring companies

Skills Covered:
✅ Generative AI
✅ Prompt Engineering
✅ Chatbot Development
✅ Supervised and Unsupervised Learning
✅ Model Training and Optimization
✅ Model Evaluation and Validation
✅ Ensemble Methods
✅ Deep Learning
✅ Natural Language Processing
✅ Computer Vision
✅ Reinforcement Learning
✅ Machine Learning Algorithms
✅ Speech Recognition
✅ Statistics

Learning Path:
✅ Program Induction
✅ Programming Fundamentals
✅ Python for Data Science (IBM)
✅ Applied Data Science with Python
✅ Machine Learning
✅ Deep Learning with TensorFlow (IBM)
✅ Deep Learning Specialization
✅ Essentials of Generative AI, Prompt Engineering & ChatGPT
✅ Advanced Generative AI
✅ Capstone

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