The Generative AI Full Course 2025 by Simplilearn starts with an introduction to Generative AI, covering beginner tutorials and the AI career landscape in 2025. It delves into the Gen AI engineer roadmap, the top AI technologies, and Deepseek R1. Learners explore deep learning, GANs, transformers, and LLMs, along with Search GPT and Langchain. The course provides a strong foundation in machine learning, reinforcement learning, and benchmarking LLMs. Practical applications include ChatGPT analysis, OpenAI Sora, and Hugging Face tutorials. The course concludes with AI tools for job interviews, Agentic AI, Google Quantum AI, and deep learning interview questions.
Following are the topics covered in the Gen AI Full Course 2025:
00:00:00 Introduction to Gen AI Full Course 2025 00:04:37 What is Gen AI ? 00:05:22 Genrative AI Tutorial For Beginners 00:16:24 AI Carrers in 2025 00:24:33 Gen AI Engineer Roadmap 00:33:40 Top 10 AI Technologies in 2025 00:57:46 Introduction to Deepseek r1 01:04:45 Deep Learning Tutorial 01:13:02 What is Search GPT 01:15:17 Langchain Tutorial 02:11:52 Generative Adversarial Tutorial 02:21:14 What are GANS? 02:22:15 Transformers in AI 02:34:44 LSTM Tutorial 02:36:08 Introduction to LLM 03:37:21 What is Machine Learning? 04:33:53 Machine Learning Tutorial 06:39:16 Reinforcement Learning 06:59:07 ChatGPT Analyse 07:10:03 Openai sora 07:18:56 LLM Benchmarkeing 08:09:39 Hugging Face Tutorial 08:25:03 OpenAI ChatGPT o1 model 08:30:12 Gen AI Tools for Job Interview 09:07:14 Agentic AI Tutorial 09:15:37 Google Quantam AI 11:15:58 Deep learning 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. Join masterclasses led by IITG faculty, engage in hands-on projects, and earn Executive Alumni Status.
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 ✅ Access to a wide array of AI tools such as ChatGPT, Hugging Face, DALL-E 2, Midjourney and more ✅ 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: ✅ IITG AI: Program Induction ✅ IITG AI: Programming Fundamentals ✅ IITG AI: Python for Data Science (IBM) ✅ IITG AI: Applied Data Science with Python ✅ IITG AI: Machine Learning ✅ IITG AI: Deep Learning with TensorFlow (IBM) ✅ IITG AI: Deep Learning Specialization ✅ IITG AI: Essentials of Generative AI, Prompt Engineering & ChatGPT ✅ IITG AI: Advanced Generative AI ✅ IITG AI: Capstone Electives: ✅ IITG AI: ADL & Computer Vision ✅ IITG AI: NLP and Speech Recognition ✅ IITG AI: Reinforcement Learning ✅ IITG AI: Academic Masterclass ✅ IITG AI: Industry Masterclass
