Artificial Intelligence Full Course (2025) | AI Course For Beginners | Intellipaat

Master Artificial Intelligence with this in-depth course that takes you from core concepts to advanced applications. We start with the foundations of AI and deep learning, then move into convolutional neural networks (CNNs) exploring their need, working, architecture, and practical applications. You’ll learn convolution in simple terms, understand padding types, filter settings, and dive into CNN’s evolution and detailed workings. The course then covers recurrent neural networks (RNNs), including architecture, word embeddings, activation functions, and memory handling. You’ll explore mapping types (one-to-many, many-to-one), contextual understanding, dynamic adaptation, and applications like Named Entity Recognition. Next, we focus on Natural Language Processing (NLP) and Natural Language Generation covering pipelines, lemmatization, stop words, dependency parsing, and POS tagging paired with hands-on practice. We wrap up with AI project ideas and server implementation, equipping you with the skills to confidently build AI-powered solutions. Perfect for beginners and professionals aiming to advance their AI expertise. 📖 Below are the concepts covered in the video on 'Artificial Intelligence Full Course ': 00:00:00 - Introduction to AI Course 00:01:46 - What is AI? 00:06:26 - Introduction to Deep Learning 01:31:37 - Convolutional 01:33:36 - How to Explain Convolutional to a Kid? 01:42:31 - Convolutional Neural Network 01:45:15 - Why Do You Need CNN? 01:49:41 - Working of CNN 02:12:07 - CNN Detail Discussion 02:15:22 - Journey of CNN 02:26:55 - Architecture Overview 02:41:43 - Applying Neural Network 02:57:00 - Concept of Padding 03:05:40 - Types of Padding 04:50:59 - How to Set the Filter Values 05:10:47 - RNN 06:14:26 - RNN Architecture 06:34:34 - Word Embedding 06:53:53 - Why Do We Use Tanh as Activation Function? 06:59:23 - Summary of RNN 06:59:29 - Internal Memory 07:02:04 - Situational Data Handling 07:03:17 - Contextual Understanding 07:04:36 - Dynamic Adoption 07:05:33 - Recurrent Connection 07:06:07 - One to Many 07:09:48 - Many to One 07:19:30 - Named Entity Recognition 07:59:31 - Natural Language Processing 08:13:16 - Natural Language Generation 08:22:12 - NLP Pipeline 08:41:48 - Lemmatization 08:55:43 - Stop Words Analysis 09:19:30 - Dependency Parsing 09:30:14 - POS Tagging 09:32:00 - NLP Hands-on 10:08:03 - AI Project Ideas 10:26:02 - 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: https://www.youtube.com/@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