Generative AI Full Course 2025 | Gen AI Tutorial for Beginners | Gen AI Explained | Simplilearn

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This Generative AI Full Course 2025 by Simplilearn provides a structured learning path, starting with the fundamentals of Generative AI and a detailed roadmap to mastering it. Learners explore top AI technologies, including DeepSeek R1, Deep Learning, and Search GPT, followed by essential tools like LangChain. The course dives into Generative Adversarial Networks (GANs), Transformers, and Long Short-Term Memory (LSTM) networks, forming the foundation of modern AI models. It then introduces Large Language Models (LLMs), Machine Learning concepts, and Reinforcement Learning, leading into practical applications like ChatGPT analysis and OpenAI Sora. Advanced topics include LLM benchmarking, Hugging Face tutorials, and OpenAI's ChatGPT O1 model. Practical insights into Generative AI tools for job interviews, Agentic AI, and AI monetization strategies help learners stay ahead in the field. The course concludes with a look at Google Quantum AI and Machine Learning interview preparation, ensuring a strong grasp of both theoretical and applied AI concepts.

00:00:00 - Introduction to Gen AI Full Course 2025
00:09:57 - Gen AI for Everyone
00:11:21 - Introduction to LLM
00:34:03 - What are Gen AI Agents
00:39:54 - Roadmap Gen AI
01:02:38 - mcp tutorial
01:10:15 - open ai codex
02:16:45 - gen ai models for beginners
02:36:46 - app llm for no code development
02:57:24 - Multimodal prompting for beginners
03:04:23 - Deep Learning
03:21:27 - access 1000 ai tools
03:30:49 - What are Gans
04:27:26 - What is Machine Learning
05:23:58 - Machine Learning Tutorial
05:37:04 - n8n Tutorial
05:46:26 - What are Gans
05:47:27 - Transformers in AI
07:59:07 - Reinforcement Learning
08:08:40 - LangGraph vs LangChain vs LangFlow vs LangSmith
08:24:45 - Deepseek r1
08:35:58 - Install Deepseek
09:26:41 - Hugging Face and its tutorial
09:34:58 - Search GPT
09:37:13 - Langchain
10:47:06 - AI Video Generation course
10:53:18 - LSTM
11:13:09 - Chatgpt analyse
11:24:05 - Openai sora
11:32:58 - LLM Benchmarkeing
11:47:15 - Google Quantam AI

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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
✅ Exposure to the latest AI advancements, such as generative AI, LLMs, and prompt engineering
✅ 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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