This Artificial Intelligence (AI) Full Course by Intellipaat is a complete guide to mastering AI concepts, deep learning techniques, and real-world applications. We start with a clear Introduction to AI and move into understanding what AI truly means and how it differs from Machine Learning and Deep Learning. You’ll learn major concepts like supervised vs unsupervised learning, the limitations of ML, and why deep learning has become so powerful. As the course progresses, we break down the math behind neural networks, the role of hidden layers, activation functions, and how backpropagation actually works. You’ll explore concepts like optimizers in 3D space, how a neural network runs end-to-end, and how these fundamentals translate into real projects. Finally, we take it all to practice with Churn Analysis, model building, and hyperparameter tuning, ending with a full hands-on session to help you apply everything you’ve learned. 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 00:03:11 – What is AI? 00:44:06 – Difference Between AI, ML, and DL 01:13:16 – Supervised vs Unsupervised Learning 01:57:21 – Limitations of Machine Learning 02:00:12 – Introduction to Deep Learning 02:19:59 – Importance of Hidden Layer 02:53:29 – Math Behind Neural Networks 03:28:41 – Activation Functions 04:27:28 – Backpropagation 05:21:32 – Backward Propagation 06:02:44 – 3D Space Optimizers 06:14:48 – Running the Neural Network 06:40:30 – Churn Analysis 07:35:26 – Model Building 08:03:12 – Hyperparameter Tuning 09:19:32 – Hands-On Session #artificialintelligencecourse #artificialintelligencefullcourse #aicourse #aifullcourse #intellipaat 🔥Enroll for Data Science & Artificial Intelligence: ➡️ 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: ▶️ Intellipaat Achievers Channel: /@intellipaatachievers 📚For more information, please write back to us at sales@ or call us at IND: +91-7022374614 / US : 1-800-216-8930