Anything can happen in the next half hour (including spectral timing made easy)!

MotionSense Dataset for Human Activity and Attribute Recognition ( time-series data generated by smartphone's sensors: accelerometer and gyroscope)

Collection of useful data science topics along with code and articles

A Python library for easy data analysis, visualization, exploration and modeling

Apache Spark & Python (pySpark) tutorials for Big Data Analysis and Machine Learning as IPython / Jupyter notebooks

Time Series Forecast with Bitcoin value, to detect upward/down trends with Machine Learning Algorithms

PyMC3 codes of Lee and Wagenmakers' Bayesian Cognitive Modeling - A Pratical Course

A use-case focused tutorial for time series forecasting with python

Deep Markov Models

Machine Learning and Data Analysis Coursera Specialization from Yandex and MIPT

Lending Club Loan data analysis

Code, Notebooks and Examples from Practical Business Python

Online-Recurrent-Extreme-Learning-Machine (OR-ELM) for time-series prediction, implemented in python

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

A python library for time-series smoothing and outlier detection in a vectorized way.

repo for code published on pythondata.com

Detection of Accounting Anomalies using Deep Autoencoder Neural Networks - A lab we prepared for NVIDIA's GPU Technology Conference 2018 that will walk you through the detection of accounting anomalies using deep autoencoder neural networks. The majority of the lab content is based on Jupyter Notebook, Python and PyTorch.

General Assembly's 2015 Data Science course in Washington, DC

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

Export Spotify playlists using the Web API. Analyze them in the Jupyter notebook.