Generative AI and LLMs Full Course 2025 | Gen AI Tutorial For Beginners | Gen AI | Simplilearn

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🔥Professional Certificate Program in Generative AI and Machine Learning - IITG (India Only) - https://www.simplilearn.com/iitg-generative-ai-machine-learning-program?utm_campaign=Ru2jEY4pd7k&utm_medium=Lives&utm_source=Youtube
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The video on Generative AI and LLMs Full course 2025 by Simplilearn, starts with the fundamentals of Generative AI and Large Language Models, introducing Gen AI for everyone and explaining core concepts. You’ll then explore Gen AI models for beginners, Gen AI agents, and tools like the Agent Development Kit and A2A protocols, followed by a hands-on guide to building LLM chatbots and an MCP tutorial. The focus then shifts to applications of Generative AI in data analysis, comparisons of Gen AI vs Agentic AI vs AI Agents, and a career roadmap in Gen AI. To build strong foundations, you’ll revisit machine learning basics, dive into a machine learning tutorial, and advance into deep learning. Next, the course introduces LLM prompting with Gemini, multimodal prompting, and practical tools like n8n and LangChain for building LLM-powered apps. You’ll also explore Hugging Face tutorials, LSTM models, and LLM benchmarking to measure model performance. Finally, the course wraps up with practical insights into Gen AI tools for interviews and a dedicated section on the top 15 Generative AI interview questions and answers, ensuring learners are industry-ready.

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

00:00:00 - Introduction to Generative AI and LLMs Full Course 2025
00:02:28 - Gen AI for Everyone
00:12:25 - Large Language Models
00:26:57 - Gen AI models for beginners
01:33:27 - What are Gen AI Agents
01:51:33 - What Is Agent Development Kit
02:05:35 - What Is A2A(Agent to Agent) Protocol?
02:21:22 - How to create LLM Chatbot
03:04:50 - MCP tutorial
03:27:34 - Generative AI For Data Analysis
03:39:01 - Generative AI Vs Agentic AI Vs AI Agents
03:53:20 - Roadmap Gen AI
03:59:11 - What is Machine Learning?
04:55:48 - Machine Learning Tutorial
05:52:20 - LLM Prompting with Gemini Course
06:36:53 - Multimodal prompting for beginners
06:57:31 - Deep Learning
07:04:30 - n8n Tutorial
07:17:36 - Langchain
07:31:49 - Build LLM apps using Langchain
08:59:08 - Hugging Face and its tutorial
09:49:51 - LSTM
09:56:03 - LLM Benchmarking
10:04:56 - Gen AI Tools For Interview
10:10:05 - Top 15 Generative AI Interview Questions and Answers

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⏩ Check out the Artificial Intelligence training videos: https://www.youtube.com/watch?v=ad79nYk2keg&list=PLEiEAq2VkUULyr_ftxpHB6DumOq1Zz2hq

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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

👉 Learn More At: https://www.simplilearn.com/iitg-generative-ai-machine-learning-program?utm_campaign=Ru2jEY4pd7k&utm_medium=Lives&utm_source=Youtube

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