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afi83's Projects

aifh icon aifh

Artificial Intelligence for Humans

angular2 icon angular2

This is the repository for my upcoming course, Learn AngularJS2: The Basics.

codeclinicr icon codeclinicr

A version of lynda.com code clinic for the R programming language

data-science-ipython-notebooks icon data-science-ipython-notebooks

Recently updated with 50 new notebooks! Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

deeplearning.ai-summary icon deeplearning.ai-summary

This repository contains my personal notes and summaries on DeepLearning.ai specialization courses. I've enjoyed every little bit of the course hope you enjoy my notes too.

eseur-code-data icon eseur-code-data

Code and data used to create the examples in "Empirical Software Engineering using R"

feature-engineering-book icon feature-engineering-book

Code repo for the book "Feature Engineering for Machine Learning," by Alice Zheng and Amanda Casari, O'Reilly 2018

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.

hyperlearn icon hyperlearn

50% faster, 50% less RAM Machine Learning. Numba rewritten Sklearn. SVD, NNMF, PCA, LinearReg, RidgeReg, Randomized, Truncated SVD/PCA, CSR Matrices all 50+% faster

ml-mooc-nptel icon ml-mooc-nptel

This repository contains the Tutorials for the NPTEL MOOC on Machine Learning.

mlcourse_open icon mlcourse_open

OpenDataScience Machine Learning course. Launches on Feb, 5 both in English and Russian

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