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

Welcome to the AI Full Course for Beginners by Intellipaat, your complete guide to learning Artificial Intelligence from the ground up. This free course covers everything you need to understand how AI works - from the basics of intelligence to building your own neural networks using Keras.

We begin with an introduction to AI and explore what intelligence really means, followed by the types of AI and Artificial Neural Networks (ANNs). You’ll learn key concepts such as Perceptron, Gradient Descent, and Linear Regression, supported by practical hands-on sessions.

Next, the course takes you through activation functions, loss functions, epochs, scaling, and how to use Keras to implement neural networks. You’ll also work on real-world datasets like Boston Housing and MNIST for hands-on understanding. Finally, we discuss advanced topics like overfitting and regularization to help you train more efficient models. Perfect for anyone starting their AI & Machine Learning journey in 2025!

???? Below are the concepts covered in the video on 'Artificial Intelligence Full Course '
00:00:00 - Introduction to AI Course
00:01:57 - What is Intelligence
00:46:26 - Types of AI
01:32:27 - What is ANN (Artificial Neural Networks)
01:46:12 - Perceptron
03:03:26 - Gradient Descent
03:34:47 - Linear Regression - Gradient Descent
03:49:42 - Hands-on
04:40:14 - Keras
04:50:17 - What are Neural Networks
05:28:12 - Example of Neural Network
06:18:12 - Activation Functions
06:57:41 - Neural Network Hands-on (Boston House Dataset)
07:31:44 - Understanding Loss Function
07:54:31 - Epochs
08:52:34 - Scaling
09:06:15 - Neural Networks for Classification Problems
09:49:21 - Hands-on with MNIST Dataset
11:04:15 - Overfitting
11:15:24 - Regularization

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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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????For more information, please write back to us at sales@intellipaat.com or call us at IND: +91-7022374614 / US : 1-800-216-8930