CDS Video Series | Sec05. NEURAL NETWORKS AND DEEP LEARNING
Course Curriculum
Video Lessons: Neural Networks and Deep Learning
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Video 1: Introduction and Overviews
05:23 -
Video 2: Deep Learning and ANNs
01:22:01 -
Video 3: Deep Neural Network for Classification
29:06 -
Video 4: Convolutional Neural Networks
01:25:45 -
Video 5: Convolutional Neural Network for Image Classification
01:05:12 -
Video 6: Recurrent Neural Network and LSTM Model
21:39 -
Video 7: Sequence Modeling
25:12 -
Video 8: Autoencoders and Image Reconstruction
32:50 -
Video 9: GAN for Fake Image Generation
25:06 -
Video 10: Neural Style Transfer
41:15 -
Video 11: Real-Time Object Detection in Images and Videos
16:28
Hands-on Implementations
Handout Notes on Neural Networks and Deep Learning
Gradient Descent
Artificial Neural Networks
Neural Networks
Backpropagation
Neural Network for Classification
ANN For Regression
Regularization in Neural Networks
Self Assessment
Testimonials
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