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Welcome to the AnalyticsDojo open source codebase and curriculum!

AnalyticsDojo is a data science community where you learn to data science and work on real projects.

You start by working through our self-paced, browser-based data science curriculum.

We are still in the process of building out the curriculum. It is an exciting time.

Join our community here.

Wiki

We would love your help expanding our wiki. Our goal is to become a great resource for people learning data science.

Contributing

We welcome pull requests from collaborators! Please, follow these steps to contribute.

Support

This project was inspired by and forked from the awesome folks over at Free Code Camp, but we aren't associated with that organization. Right now it is supported by RPI, but we are hoping to build a team of supporters from around the world.

License

The BSD-3-Clause Copyright (c) 2016, Analyticsdojo Copyright (c) 2016, Free Code Camp

All rights reserved.

Redistribution and use in source and binary forms, with or without modification, are permitted provided that the following conditions are met:

  1. Redistributions of source code must retain the above copyright notice, this list of conditions and the following disclaimer.

  2. Redistributions in binary form must reproduce the above copyright notice, this list of conditions and the following disclaimer in the documentation and/or other materials provided with the distribution.

  3. Neither the name of Free Code Camp nor the names of its contributors may be used to endorse or promote products derived from this software without specific prior written permission.

THIS SOFTWARE IS PROVIDED BY FREE CODE CAMP AND CONTRIBUTORS "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.

AnalyticsDojo's Projects

analyticsdojo icon analyticsdojo

The http://analyticsdojo.com open source codebase and curriculum. Learn to data science today.

azure-tdsp-projecttemplate icon azure-tdsp-projecttemplate

Data science project template repository with standardized directory structure and document templates to support efficient project execution and collaboration.

binder icon binder

System for deploying Jupyter notebooks from GitHub repos via Kubernetes

cli icon cli

A Go based command line tool for exercism.io.

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

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

datamaps.co icon datamaps.co

Datamaps.co is a free and simple platform for creating visualizations with data maps

helm-chart icon helm-chart

A helm chart for deploying JupyterHub on a Kubernetes cluster

ipythonnb-s3 icon ipythonnb-s3

IPython notebook manager which seamlessly saves and loads to S3

jupyter icon jupyter

Jupyter Instance for the AnalyticsDojo

map icon map

A Map of the Domain of Data Science

ok icon ok

ok.py supports programming projects by running tests, tracking progress, and assisting in debugging.

pipeline icon pipeline

PipelineIO: End-to-End ML and AI Platform for Real-time Spark and Tensorflow Data Pipelines

platform icon platform

A boilerplate for Node.js web applications

universe icon universe

Universe: a software platform for measuring and training an AI's general intelligence across the world's supply of games, websites and other applications.

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