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

Curious about how Artificial Intelligence is changing the world, and how you can sit at the centre of demand by mastering this skill? This FREE Artificial Intelligence Course 2025 by Intellipaat is your perfect starting point to dive into the exciting world of AI, Machine Learning, and Deep Learning! We begin with the basics of AI and ML, including regression, classification, and the confusion matrix, then move into hands-on concepts like neural networks, tensors, and model building using Keras. You'll also explore essential algorithms like backpropagation, gradient descent, and Adam optimization. The course also includes practical applications such as building a Netflix-style recommendation engine using SVD, along with a curated list of the Top 10 AI Project Ideas to kickstart your portfolio. Whether you’re a student, career switcher, or tech enthusiast, this AI course for beginners FREE gives you the foundation to understand and apply AI in the real world. 📖 Below are the concepts covered in the video on 'Artificial Intelligence Full Course ': 00:00:00 - Introduction to AI Course 00:01:01 - What is Expandable AI? 00:08:36 - Introduction to Machine Learning 00:25:32 - What is Regression? 01:11:42 - Introduction to Logistic Regression 01:40:44 - What is Classification? 02:12:58 - Confusion Matrix 03:12:28 - Recommendation Engine 03:54:22 - Topology of a Neural Network 04:07:25 - Why Artificial Intelligence? 04:20:36 - What is Machine Learning? 04:29:02 - Machine Learning Algorithms 04:31:08 - Introduction to Deep Learning 04:38:04 - Deep Learning Frameworks 04:41:30 - What is Tensors? 05:30:27 - Limitations of Single-Layer Perceptron 05:42:52 - Backpropagation Algorithm 06:05:37 - Gradient Descent 06:15:38 - Adam Optimization Algorithm 06:30:59 - Modeling with Keras 07:24:59 - Convolutional Neural Networks 08:00:41 - Recurrent Neural Networks 08:36:17 - Project on SVD + Netflix Project Recommendation Engine 11:10:54 - Top 10 AI Project Ideas #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: https://www.youtube.com/@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