AI-ML-Python

This repo contains learnings about Artificial Intelligence and Machine Learning using Python Jupyter Notebooks or Google Drive link to Google Colab Notebooks downloaded as HTML and .ipynb files

Python Basics

Artificial Intelligence and Machine Learning

Model Deployment using Docker

Deep Learning - Google Colab Notebooks

• Dense Neural Network
• Convolutional Neural Network
• Computer Vision
• Advanced Computer Vision
• Projects

Deep Learning GitHub

Natural Language Processing

• NLP GitHub
• NLP Google Colab

Reinforcement Learning

• Q-Learning
• Deep Q Networks(DQNs)

Generative Adversarial Networks-GANs

• Deep Convolutional GAN - DCGAN
• Conditional GAN - CGAN
• GAN Lab
• GAN Playground

Visualisation

• TensorBoard
• Image Occlusion
• Saliency Maps
• Neural Style Transfer

Other Miscellaneous Topics