Free Complete AI Course for Beginners (2026) | Master Deep Learning & Neural Networks with Intellipaat

Welcome to the Complete Artificial Intelligence Course by Intellipaat, your ultimate guide to mastering AI, Deep Learning, Convolutional Neural Networks (CNN), Recurrent Neural Networks (RNN), and Natural Language Processing (NLP) from scratch. This comprehensive session covers everything from the Introduction to AI and Deep Learning to advanced topics like CNN architecture, RNN structure, and NLP techniques. You’ll explore key AI concepts such as convolutional layers, padding, word embeddings, dependency parsing, and POS tagging, along with hands-on exercises to strengthen your learning.

The course also explains why CNNs and RNNs are essential, how NLP enables machines to understand human language, and how you can apply these skills to real-world AI projects. Whether you’re a beginner or looking to enhance your career in Machine Learning and Data Science, this AI tutorial will help you understand every aspect of modern AI development. Stay tuned till the end for exciting AI project ideas and practical insights that can help you build a strong foundation in Artificial Intelligence.

📖 Below are the concepts covered in the video on 'Artificial Intelligence Full Course '
00:00:00 – Introduction to AI Course
00:01:42 – What is AI?
00:06:22 – Introduction to Deep Learning
01:31:33 – Convolutional
01:33:32 – How to Explain Convolutional to a Kid?
01:42:27 – Convolutional Neural Network
01:45:11 – Why Do You Need CNN?
01:49:37 – Working of CNN
02:12:03 – CNN Detail Discussion
02:15:18 – Journey of CNN
02:26:51 – Architecture Overview
02:41:39 – Applying Neural Network
02:56:56 – Concept of Padding
03:05:36 – Types of Padding
04:50:55 – How to Set the Filter Values
05:10:43 – RNN
06:14:22 – RNN Architecture
06:34:30 – Word Embedding
06:53:49 – Why Do We Use Tanh as Activation Function?
06:59:19 – Summary of RNN
06:59:25 – Internal Memory
07:02:00 – Situational Data Handling
07:03:13 – Contextual Understanding
07:04:32 – Dynamic Adoption
07:05:29 – Recurrent Connection
07:06:03 – One to Many
07:09:44 – Many to One
07:19:26 – Named Entity Recognition
07:59:27 – Natural Language Processing
08:13:12 – Natural Language Generation
08:22:08 – NLP Pipeline
08:41:44 – Lemmatization
08:55:39 – Stop Words Analysis
09:19:26 – Dependency Parsing
09:30:10 – POS Tagging
09:31:56 – NLP Hands-on
10:07:59 – AI Project Ideas
10:25:58 – MCP Server

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🔥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

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