Deep Learning - Complete DL Deep Learning in One Shot 5 Hours | Semester Exam | Hindi

🎯 Best Video for Deep Learning Semester Exam | Covers 90-95% of Core Syllabus for ALL Indian Engineering Universities — AKTU (UP) | SPPU Pune | Mumbai University MU | VTU Karnataka | Anna University Tamil Nadu | JNTUH JNTUK JNTUA Telangana & AP | RGPV Bhopal | GTU Gujarat | MAKAUT West Bengal | KTU Kerala | BPUT Odisha | DTU Delhi | GGSIPU Delhi | RTU Rajasthan | CSVTU Chhattisgarh | MDU Haryana | DBATU | RTMNU Nagpur | SGBAU Amravati | Osmania University | Jadavpur University ✅ Also Valid For: VIT | SRM | LPU | Manipal | Amity | Chandigarh University | KIIT | Symbiosis | Sharda & All Private Engineering Colleges Topics👇 0:00 Introduction to Deep Learning [History of AI → ML → DL, Difference between Machine Learning & Deep Learning, Biological vs. Artificial Neural Networks, Applications of Deep Learning, Basics of Python Frameworks] 35:30 Fundamentals of Neural Networks [Perceptron model, Multi-Layer Perceptron, Activation Functions, Gradient Descent & Backpropagation, Loss Functions, Optimization algorithms (SGD, MiniBatch SGD, RMSProp, Adam)] 2:22:04 Convolutional Neural Networks [Basics of CNN, Convolution Operation, Filters, Feature Maps, Pooling Layers, Dropout, Batch Normalization, Regularization Techniques, Famous CNN Architectures] 3:23:06 Recurrent Neural Networks [Basics of RNN, Sequential Data & Time-Series Modeling, Vanishing & Exploding Gradients problem, Long Short-Term Memory, GRU, Applications of RNN, LSTM, and GRU] 4:06:28 Advanced Deep Learning Architectures [Autoencoders, Generative Adversarial Networks (GANs), Basics of T ransformers & Attention Mechanism, Reinforcement Learning & Deep Q-Learning] Free Notes : https://drive.google.com/file/d/13xY7pDQPGX5-HiEhqyIy4NqSAwVJot3V/view?usp=drivesdk #DeepLearning #DL #OneShot #SemesterExam #AKTU #VTU #SPPU #MumbaiUniversity #AnnaUniversity #GTU #KTU #CSE #5MinutesEngineering #Hindi