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Neural Networks
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Python Recap
Numpy
Pandas - Part 1
Pandas - Part 2
Pandas - Part 3
Data Visualization - Part 1
Data Visualization - Part 2
Introduction
Introduction to Neural Networks
Meters to Miles Conversion Using MLP
Implementing a Multi-Layer Perceptron from Scratch
Pytorch Tutorial
Intro to Pytorch
Pytorch Dataset
Pytorch MLP
Enhancing Neural Networks
Convolutional Neural Network
Convolutional Neural Networks
Image Augmentation
Recurrent Neural Networks
Variational Autoencoder
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Assignment 3
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Assignment 5
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Introduction and Perceptron
Optimizers
Convolutional Neural Networks
Recurrent Neural Networks
Image Captioning
Autoencoders
Variational Autoencoders
Deep Reinforcement Learning