This FREE AI Course by Intellipaat for Beginners is designed to take you from the very basics of neural networks to building advanced AI projects with hands-on learning. Whether you’re a student, fresher, or working professional looking to upskill, this video gives you a structured path to mastering AI concepts. We begin with the foundations of neural networks and backpropagation, then move into essential techniques like gradient descent, activation functions (Sigmoid, ReLU, Leaky ReLU, Tanh), and convolutional neural networks. Along the way, you’ll also learn how to work with synthetic data, validate models, and optimize performance. As the course progresses, you’ll explore hyperparameter tuning, decision trees, Keras tuner functions, and practical ways to visualize and interpret results. The highlight? You’ll end by working on 10 exciting AI projects that will give you real-world experience and strengthen your portfolio. This course is beginner-friendly yet comprehensive, making it the perfect starting point if you’ve ever wondered how AI works and how you can apply it in your career. 📖 Below are the concepts covered in the video on 'Artificial Intelligence Full Course ' 00:00:00 - Introduction to FREE AI Course For Beginners 00:04:37 - Topology of Neural Network 01:33:42 - Back Propagation 01:56:48 - Gradient Descent Neural Network 02:29:58 - Input Nodes Neural Networks 02:53:16 - Convolutional Neural Network 03:04:45 - Activation Function Neural Network 03:15:04 - Sigmoid Activation Function 03:21:24 - ReLU Activation Function 03:24:51 - Leaky ReLU Activation Function 03:31:20 - Tanh Activation Function 03:35:27 - Synthetic Data 03:41:31 - Create Custom Model Neural Network 03:55:36 - Loss Activation Function 04:00:28 - History Model Validation Verbose Function 04:13:11 - Overall Text Dataset Loss Model 04:15:47 - Validation Explain 04:37:00 - Moto Pilot 04:42:38 - Sample Data Build 05:00:36 - Simple Neural Network 05:17:40 - EDA Visualization 06:07:41 - RFF Neural Network 06:30:51 - Start Building Our Model 06:37:49 - Initial Model 06:59:42 - Multiple Layers Array 07:15:58 - Hyperparameter 07:56:26 - Loss of Accuracy 08:04:55 - Plot Visual Data 09:04:03 - Python Basic Model 09:12:24 - Keras Tuner Function 09:17:04 - Building Decision Tree 09:20:13 - Hyperparameter Tuning Build Model 10:40:28 - Top 10 AI Projects #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 sales@intellipaat.com or call us at IND: +91-7022374614 / US : 1-800-216-8930