Top IT Courses For 2026 | Best Professional Technology Courses on YouTube | Online Full Courses For Beginners & Working Professionals | Intellipaat - Artificial Intelligence Full Course (2025) | AI Course For Beginners FREE | Intellipaat

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 #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: /@intellipaatachievers 📚For more information, please write back to us at [email protected] or call us at IND: +91-7022374614 / US : 1-800-216-8930