https://github.com/aamiranwar/building-ai

A knowledge repo for topics concerning data science and machine-learning
https://github.com/aamiranwar/building-ai

datascience jupyternotebook machine-learning python3

Last synced: about 1 month ago
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A knowledge repo for topics concerning data science and machine-learning

• Host: GitHub
• URL: https://github.com/aamiranwar/building-ai
• Owner: AamirAnwar
• License: mit
• Created: 2019-03-03T14:35:19.000Z (almost 6 years ago)
• Default Branch: master
• Last Pushed: 2019-03-03T18:10:17.000Z (almost 6 years ago)
• Last Synced: 2024-10-27T23:51:32.710Z (3 months ago)
• Topics: datascience, jupyternotebook, machine-learning, python3
• Language: Jupyter Notebook
• Size: 22.4 MB
• Stars: 0
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE
  • Support: support_vector_machine/02-Support Vector Machines Project.ipynb

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README

        
# building-ai

A knowledge repo for topics concerning data science and machine-learning. Jupyter notebooks are used to run the examples. Python3 is preferred.

### Topics

* Linear Regression

* Logistic Regression

* Principal component analysis

* Random Forests

* Support Vector Machine (with grid search)

### Projects

* Spam filter using Bag of words model

* Tensor Flow MNIST example

* Tensor Flow Financial analysis project

* Tensor Flow Estimator API Playground

* Yelp review sentiment analysis