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Deep Cognition
Motivation and Applications
Introduction to Machine Learning
AI vs ML vs DL vs Data Science
What is Machine Learning?
Introduction - Neural Networks
Neural Networks(NN) Intro1
How does NN learn?
Visualize NN
Play Time
Optimizers
Convolution Neural Networks
CNN Introduction
CNN Architectures
Word Embeddings
Recurrent Neural Networks
RNN Intro
LSTM Intro
Autoencoders
Introduction to Autoencoders
Reinfocement Learning
Introduction to RL
Generative Adversarial Networks
Meta-Learning
Deep Cognition
CNN Introduction
What are kernel convolution filters?
High level introduction to convolutional neural networks.
Slightly more technical introduction to CNNs.
Live Demo of CNN on MNIST dataset (optional)
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