This Artificial Intelligence Full Course 2025 by Intellipaat is your one-stop guide to mastering the fundamentals of AI, Machine Learning, and Neural Networks completely free! We start with the Introduction to AI and explore the concept of intelligence and types of AI. You’ll then learn about Artificial Neural Networks (ANNs), the Perceptron model, and the core concepts of Gradient Descent and Linear Regression through hands-on demonstrations.
Next, we dive deeper into Keras, activation functions, loss functions, epochs, and scaling techniques, helping you understand how AI models are trained and optimized. You’ll also get practical exposure with Neural Network projects using real datasets like the Boston Housing and MNIST datasets. Finally, we cover critical concepts like overfitting and regularization essential for building robust AI models Perfect for beginners looking to start their AI and 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 For Beginners FREE
00:01:34 – What is Intelligence
00:46:03 – Types of AI
01:32:04 – What is ANN (Artificial Neural Networks)
01:45:49 – Perceptron
03:03:03 – Gradient Descent
03:34:24 – Linear Regression – Gradient Descent
03:49:19 – Hands-on
04:39:51 – Keras
04:49:54 – What are Neural Networks
05:27:49 – Example of Neural Network
06:17:49 – Activation Functions
06:57:18 – Neural Network Hands-on (Boston House Dataset)
07:31:21 – Understanding Loss Function
07:54:08 – Epochs
08:52:11 – Scaling
09:05:52 – Neural Networks for Classification Problems
09:48:58 – Hands-on with MNIST Dataset
11:03:52 – Overfitting
11:15:01 – 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