Curious how AI models learn, think, and make decisions? This FREE AI Course for Beginners by Intellipaat is your one-stop learning path to master the fundamentals of Artificial Intelligence - no prior experience required! From understanding the topology of neural networks and core concepts like backpropagation and gradient descent, to diving deep into Convolutional Neural Networks (CNNs) and activation functions like ReLU, Sigmoid, and Tanh - this course walks you through it all with clear explanations and hands-on coding sessions.
You’ll build and validate custom neural network models, explore EDA for data visualization, use Keras and Python for model tuning, and end with real-world AI project ideas to showcase your skills. Perfect for beginners aiming to break into AI or upskill for data science and machine learning roles.
📖 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
➡️ 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
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