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100-pandas-puzzles

100 data puzzles for pandas, ranging from short and simple to super tricky (60% complete)

audio-classification

Code for YouTube series: Deep Learning for Audio Classification

deep-learning-with-python-notebooks

Jupyter notebooks for the code samples of the book "Deep Learning with Python"

dsbook

Repository for data science book

from-python-to-numpy

An open-access book on numpy vectorization techniques, Nicolas P. Rougier, 2017

handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

islr-python

An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code

lightfm

A Python implementation of LightFM, a hybrid recommendation algorithm.

movielens

4 different recommendation engines for the MovieLens dataset.

netflix-movie-recommendation-system

numpy-100

100 numpy exercises (with solutions)

practical-statistics-for-data-scientists

Code repository for O'Reilly book

predict-remaining-useful-life

Predict remaining useful life of a component based on historical sensor observations using automated feature engineering

python-machine-learning-book-3rd-edition

The "Python Machine Learning (3rd edition)" book code repository

pythondatasciencehandbook

Python Data Science Handbook: full text in Jupyter Notebooks

r4ds

R for data science

rul_using_cnn_lstm

Predict remaining useful life of a machine from it's historical data using CNN and LSTM

sound-based-bird-species-detection

Deep Learning project: Neural Networks (audio and image analysis and processing), Flask App