Artificial Intelligence Full Course (2025) | Master AI Fundamentals in One Video | Intellipaat

This AI course by Intellipaat takes you from the foundations of Artificial Intelligence to advanced concepts in Deep Learning, Neural Networks, and Natural Language Processing (NLP). It begins with a clear understanding of AI and its role in today’s world, then moves into the core of deep learning, starting with convolutional networks. You’ll learn how CNNs work, why they’re needed, their architecture, padding techniques, and filter optimization. From there, the course explores Recurrent Neural Networks (RNNs), including their architecture, memory handling, contextual understanding, and different sequence models such as one-to-many and many-to-one. You’ll also gain insights into practical applications like Named Entity Recognition. A major focus is given to NLP, covering essential topics like text preprocessing, lemmatization, stop words, dependency parsing, POS tagging, and natural language generation. You’ll also work through hands-on exercises to apply these concepts directly. The program concludes with an introduction to Large Language Models (LLMs), project ideas to implement your knowledge, and a look at server setup for real-world deployment. By the end, you’ll not only understand AI concepts but also know how to apply them through projects, making you ready for industry-level applications. 📖 Below are the concepts covered in the video on 'Artificial Intelligence Full Course ': 00:00:00 - Introduction to AI Course 00:01:29 - What is AI? 00:06:09 - Introduction to Deep Learning 01:31:20 - Convolutional 01:33:53 - How to Explain Convolutional to a Kid? 01:42:48 - Convolutional Neural Network 01:45:32 - Why Do You Need CNN? 01:49:58 - Working of CNN 02:11:50 - CNN Detail Discussion 02:15:05 - Journey of CNN 02:26:38 - Architecture Overview 02:41:26 - Applying Neural Network 02:56:43 - Concept of Padding 03:05:23 - Types of Padding 04:50:42 - How to Set the Filter Values 06:14:09 - RNN Architecture 06:34:20 - Word Embedding 06:53:36 - Why Do We Use Tanh as Activation Function? 06:59:06 - Summary of RNN 06:59:12 - Internal Memory 07:01:47 - Situational Data Handling 07:03:00 - Contextual Understanding 07:04:19 - Dynamic Adoption 07:05:16 - Recurrent Connection 07:05:50 - One to Many 07:09:31 - Many to One 07:19:13 - Named Entity Recognition 07:59:14 - Natural Language Processing 08:12:59 - Natural Language Generation 08:21:55 - NLP Pipeline 08:41:31 - Lemmatization 08:55:26 - Stop Words Analysis 09:19:13 - Dependency Parsing 09:20:57 - POS Tagging 09:31:43 - NLP Hands-on 10:07:47 - What is LLM 10:14:18 - AI Project Ideas 10:32:16 - MCP Server #artificialintelligencecourse #artificialintelligencefullcourse #aicourse #aifullcourse #intellipaat 🔥Enroll for Data Science & Artificial Intelligence: https://intellipaat.com/epgc-data-science-ai-ihubds-iit-roorkee/ ➡️ About the Course Become an expert in Data Science, Machine Learning and Artificial Intelligence with iHUB DivyaSampark, IIT Roorkee & Intellipaat! Build a strong foundation in data science by learning in-demand skills, solving real-world challenges, and working on real-world projects. A flexible learning environment and 24/7 support makes this course perfect for beginners and professionals alike. Join now and accelerate your career to new heights in the cutting-edge fields of data science, machine learning, and artificial intelligence! ✅ Key Features - (Course Features) 👉🏼620 Hrs of Applied Learning 👉🏼90+ Live Sessions Across 11 months 👉🏼218 Hrs of Self-Paced Learning 👉🏼Learn from IIT Faculty & Industry Practitioners 👉🏼50+ Industry Projects & Case Studies 👉🏼One-on-One with Industry Mentors 👉🏼24*7 Support 👉🏼Dedicated Learning Management Team 👉🏼1:1 Mock Interview 👉🏼No-Cost EMI Option 👉🏼iHUB DivyaSampark, IIT Roorkee Certification 👉🏼Designed for Working Professionals and Freshers 👉🏼2 Days Campus Immersion at iHUB, IIT Roorkee 👉🏼Up to Rs. 50 Lakhs startup Incubation Support* 👉🏼3 Guaranteed Job Interviews upon movement to Placement Pool 📌 Do subscribe to Intellipaat channel & come across more relevant Tech content: https://goo.gl/hhsGWb ▶️ Intellipaat Achievers Channel: / @intellipaatachievers 📚For more information, please write back to us at sales@intellipaat.com or call us at IND: +91-7022374614 / US : 1-800-216-8930