Artificial Intelligence Full Course (2025) | FREE AI Course For Beginners | Intellipaat
510Kickstart your AI journey with Intellipaatโs Free AI Full Course, a complete beginner-friendly guide to mastering the foundations of Artificial Intelligence. This course covers everything from neural network topology, backpropagation, and gradient descent, to CNNs, activation functions (ReLU, Sigmoid, Tanh, Leaky ReLU), and building your own custom AI models.
Get hands-on with synthetic data, model validation, loss functions, EDA, and advanced topics like hyperparameter tuning, Keras tuner, decision trees, and AI project implementation. The course wraps up with a breakdown of the Top 10 AI Projects to boost your portfolio in 2025. Perfect for students, beginners, and future AI engineers!
๐ Below are the concepts covered in the video on 'Artificial Intelligence Full Course '
00:00:00 โ Introduction to FREE AI Course For Beginners
00:04:24 โ Topology of Neural Network
01:33:42 โ Backpropagation
01:56:48 โ Gradient Descent in Neural Network
02:29:58 โ Input Nodes in Neural Networks
02:53:16 โ Convolutional Neural Network (CNN)
03:04:45 โ Activation Function in Neural Networks
03:15:04 โ Sigmoid Activation Function
03:21:24 โ ReLU Activation Function
03:24:51 โ Leaky ReLU Activation Function
03:31:20 โ Tanh Activation Function
03:35:27 โ Synthetic Data
03:41:31 โ Create Custom Model in Neural Network
03:55:36 โ Loss & Activation Function
04:00:28 โ Model History, Validation, Verbose Function
04:13:11 โ Overall Text Dataset Loss Model
04:15:47 โ Validation Explained
04:37:00 โ Moto Pilot
04:42:38 โ Sample Data Build
05:00:36 โ Simple Neural Network
05:17:40 โ EDA Visualization
06:07:41 โ RFF Neural Network
06:30:51 โ Start Building Our Model
06:37:49 โ Initial Model
06:59:42 โ Multiple Layers Array
07:15:58 โ Hyperparameter
07:56:26 โ Loss of Accuracy
08:04:55 โ Plot Visual Data
09:04:03 โ Python Basic Model
09:12:24 โ Keras Tuner Function
09:17:04 โ Building Decision Tree
09:20:13 โ Hyperparameter Tuning to Build Model
10:40:11 โ Top 10 AI Projects
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๐ฅ Enroll for Data Science & Artificial Intelligence: https://intellipaat.com/epgc-data-science-ai-ihubds-iit-roorkee/
โก ๏ธ 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!
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Key Features - (Course Features)
๐ ๐ผ 620 Hrs of Applied Learning
๐ ๐ผ 90+ Live Sessions Across 11 months
๐ ๐ผ 218 Hrs of Self-Paced Learning
๐ ๐ผ Learn from IIT Faculty & Industry Practitioners
๐ ๐ผ 50+ Industry Projects & Case Studies
๐ ๐ผ One-on-One with Industry Mentors
๐ ๐ผ 24*7 Support
๐ ๐ผ Dedicated Learning Management Team
๐ ๐ผ 1:1 Mock Interview
๐ ๐ผ No-Cost EMI Option
๐ ๐ผ iHUB DivyaSampark, IIT Roorkee Certification
๐ ๐ผ Designed for Working Professionals and Freshers
๐ ๐ผ 2 Days Campus Immersion at iHUB, IIT Roorkee
๐ ๐ผ Up to Rs. 50 Lakhs startup Incubation Support*
๐ ๐ผ 3 Guaranteed Job Interviews upon movement to Placement Pool
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๐ For more information, please write back to us at sales@intellipaat.com or call us at IND: +91-7022374614 / US : 1-800-216-8930