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Start your journey into Artificial Intelligence with this beginner-friendly course by Intellipaat! From the basics of Machine Learning and Deep Learning to hands-on AI projects, this course covers it all. Learn core concepts like Expandable AI, Regression, Classification, and Logistic Regression, along with tools like the Confusion Matrix and Recommendation Engines. Explore Neural Networks, Backpropagation, Gradient Descent, Adam Optimizer, and modeling with Keras. Understand Tensors, CNNs, RNNs, and apply your skills through a Netflix Recommendation Project using SVD. By the end, you'll have a solid foundation in AI and the skills to build real-world intelligent systems. 📖 Below are the concepts covered in the video on 'Artificial Intelligence Full Course ': 00:00:00 - Introduction to Artificial Intelligence Course For Beginners 00:01:13 - 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 using SVD #artificialintelligencefullcourse #artificialintelligencecourse #artificialintelligencetutorial #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 [email protected] or call us at IND: +91-7022374614 / US : 1-800-216-8930
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