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Tan Phan's Projects

decisiontreeid3 icon decisiontreeid3

My implementation of Decision Tree ID3 algorithm for all categorical attributes.

handson-ml icon handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

machine-learning icon machine-learning

I have a Great Experience in Machine Learning.I has Successfully completed Machine Learning course authorized by Stanford University and offer Through Coursera.I have also done different courses from Udemy Some course base on theoratical and Some base on Practical which I have learn I have also read different blogs, research papers to boost up my machine Learning concept.After learn all of that I working on diferrent projects of Machine Learning taken dataset from different Sources like UCI, Kaggle, Reddit etc.I also done #100DaysMLCode Challenges.I also writing a blog on Machine Learning artices from Scratch on medium.I have a some Publications on Machine Learning base on Supervised Machine Learning Algorithm and I also publish a book on Machine Learning.

math icon math

Some my experience with Math

mltest icon mltest

Testing framework to simplify writing ML unit tests.

numpy icon numpy

The fundamental package for scientific computing with Python.

svmjs icon svmjs

Support Vector Machine in Javascript (SMO algorithm, supports arbitrary kernels) + GUI demo

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