AI & ML Full Course 2026|Complete Artificial Intelligence and Machine Learning Tutorial |Intellipaat

AI Full Course for Beginners - your complete step-by-step introduction to Artificial Intelligence, designed to take you from absolute basics to hands-on implementation. Whether you’re starting your AI journey or strengthening your fundamentals, this video breaks down every core concept with clarity and real-world examples.

We begin by explaining What AI really is, followed by a simple breakdown of the difference between AI, Machine Learning, and Deep Learning. You’ll understand essential topics like supervised vs unsupervised learning, the limitations of ML, and why Deep Learning became the next evolution in AI.

As the concepts get deeper, we explore the importance of hidden layers, the math behind neural networks, activation functions, and complete explanations of backpropagation and backward propagation. You’ll also learn how 3D optimizers work, how a neural network actually runs, and finally apply everything in a real Churn Analysis project, followed by model building, hyperparameter tuning, and a complete hands-on session. Perfect for beginners aiming to build a strong AI foundation.

???? Below are the concepts covered in the video on 'Artificial Intelligence Full Course '
00:00:00 – Introduction to AI Course For Beginners FREE
00:03:44 – What is AI?
00:44:39 – Difference Between AI, ML, and DL
01:13:49 – Supervised & Unsupervised Learning
01:57:54 – Limitations of Machine Learning
02:00:45 – Introduction to Deep Learning
02:20:32 – Importance of Hidden Layers
02:54:02 – Math Behind Neural Networks
03:29:14 – Activation Functions
04:28:01 – Backpropagation
05:22:05 – Backward Propagation
06:03:17 – 3D Space Optimizers
06:15:21 – Running the Neural Network
06:41:03 – Churn Analysis
07:35:59 – Model Building
08:03:45 – Hyperparameter Tuning
09:20:05 – Hands-On Session

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➡️ 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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