https://github.com/syedaanif/ai-ml-python

This repo contains learnings about Artificial Intelligence and Machine Learning using Python Jupyter Notebooks downloaded as HTML
https://github.com/syedaanif/ai-ml-python

advanced-computer-vision ai artificial-intelligence artificial-neural-networks computer-vision deep-learning generative-adversarial-network linear-regression logistic-regression machine-learning ml natural-language-processing neural-networks nlp python reinforcement-learning reinfrocement-learning seq2seq tensorflow2

Last synced: 20 days ago
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This repo contains learnings about Artificial Intelligence and Machine Learning using Python Jupyter Notebooks downloaded as HTML

• Host: GitHub
• URL: https://github.com/syedaanif/ai-ml-python
• Owner: SyedAanif
• Created: 2021-07-26T15:37:06.000Z (over 3 years ago)
• Default Branch: master
• Last Pushed: 2023-10-24T16:12:43.000Z (over 1 year ago)
• Last Synced: 2024-11-15T22:14:27.980Z (3 months ago)
• Topics: advanced-computer-vision, ai, artificial-intelligence, artificial-neural-networks, computer-vision, deep-learning, generative-adversarial-network, linear-regression, logistic-regression, machine-learning, ml, natural-language-processing, neural-networks, nlp, python, reinforcement-learning, reinfrocement-learning, seq2seq, tensorflow2
• Language: Jupyter Notebook
• Homepage:
• Size: 125 MB
• Stars: 1
• Watchers: 3
• Forks: 2
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# 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](https://github.com/SyedAanif/AI-ML-Python/tree/master/basics-python-with-jupyter-notebook)

### [Artificial Intelligence and Machine Learning](https://github.com/SyedAanif/AI-ML-Python/tree/master/Machine%20Learning)

### [Model Deployment using Docker](https://github.com/SyedAanif/AI-ML-Python/tree/master/Model%20Deployment)

### Deep Learning - Google Colab Notebooks

  - [Dense Neural Network](https://drive.google.com/drive/folders/1-lzEC95RNx5AQaFbvNKZIZriK-89iYIl?usp=sharing)

  - [Convolutional Neural Network](https://drive.google.com/drive/folders/1eGYUGcbB5QV4Fkn998SRKLgMtv7jMhVn?usp=sharing)

  - [Computer Vision](https://drive.google.com/drive/folders/1sjBWNN9xkLLjhdFEFT3sRKY0dxeFGO0L?usp=sharing)

  - [Advanced Computer Vision](https://drive.google.com/drive/folders/1HBh2666qkk0ZkculywhjWQLzI_SVZt0S?usp=sharing)

  - [Projects](https://drive.google.com/drive/folders/1EJURSCU4cjMmXXwPrGciqPQwr8JO_Ew3?usp=sharing)

### [Deep Learning GitHub](https://github.com/SyedAanif/AI-ML-Python/tree/master/Deep%20Learning)

### Natural Language Processing

  - [NLP GitHub](https://github.com/SyedAanif/AI-ML-Python/tree/master/Natural%20Language%20Processing)

  - [NLP Google Colab](https://drive.google.com/drive/folders/1VZOT2DlhJHqks_3n9PyFiLU3lN5ph4Z-?usp=sharing)

### [Reinforcement Learning](https://github.com/SyedAanif/AI-ML-Python/tree/master/Reinforcement%20Learning)

  - Q-Learning

  - Deep Q Networks(DQNs)

### [Generative Adversarial Networks-GANs](https://drive.google.com/drive/folders/1M331lLFzrXgSZGQx_-UNNlVQYltY7xrc?usp=sharing)

  - Deep Convolutional GAN - DCGAN

  - Conditional GAN - CGAN

  - [GAN Lab](https://poloclub.github.io/ganlab/)

  - [GAN Playground](https://reiinakano.com/gan-playground/)

### [Visualisation](https://drive.google.com/drive/folders/1y5zFLNAz8d3SQ7lMMrJfTwAyKS0NHoGO?usp=sharing)

  - TensorBoard

  - Image Occlusion

  - Saliency Maps

  - Neural Style Transfer

### [Other Miscellaneous Topics](https://github.com/SyedAanif/AI-ML-Python/tree/master/Other)