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

🚚 Agile Data Preparation Workflows made easy with dask, cudf, dask_cudf and pyspark

H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random Forest, Generalized Linear Modeling (GLM with Elastic Net), K-Means, PCA, Generalized Additive Models (GAM), RuleFit, Support Vector Machine (SVM), Stacked Ensembles, Automatic Machine Learning (AutoML), etc.

General statistics, mathematical programming, and numerical/scientific computing scripts and notebooks in Python

🎓 Jupyter notebooks from UFC data science course

Code for Agile Data Science 2.0, O'Reilly 2017, Second Edition

A collection of notebooks of my Machine Learning class written in python 3

Applying Data Science and Machine Learning to Solve Real World Business Problems

I will update this repository to learn Machine learning with python with statistics content and materials

Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course

This repository contains Ipython notebooks and datasets for the data analytics youtube tutorials on The Semicolon.

Source material for Python Like You Mean it

Data Science Hacks consists of tips, tricks to help you become a better data scientist. Data science hacks are for all - beginner to advanced. Data science hacks consist of python, jupyter notebook, pandas hacks and so on.

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.

The Go kernel for Jupyter notebooks and nteract.

Notes, examples, and Python demos for the textbook "Machine Learning Refined" (published by Cambridge University Press).

This is Andrew NG Coursera Handwritten Notes.

A Case Study Approach to Successful Data Science Projects Using Python, Pandas, and Scikit-Learn

Python Helper library for Jupyter Notebooks

Word2Vec models with Twitter data using Spark. Blog: