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Cheat Sheets
10 Weeks, 20 Lessons, Data Science for All!
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 Metadata Platform for the Modern Data Stack
Docker Apache Airflow
Docker Image for Airflow with MS SQL and pyodbc support
[EXPERIMENTAL] This repo includes deployment instructions for running HDFS/Spark inside docker containers. Also includes spark-notebook and HDFS FileBrowser.
Apache Spark docker image
Tutorial for setting up a Spark cluster running inside of Docker containers located on different machines
Project files for the post: Installing Apache Superset on Amazon EMR: Add data exploration and visualization to your analytics cluster.
ETL best practices with airflow, with examples
Always know what to expect from your data.
Base Docker image with just essentials: Hadoop, Hive and Spark.
Apache Liminals goal is to operationalise the machine learning process, allowing data scientists to quickly transition from a successful experiment to an automated pipeline of model training, validation, deployment and inference in production. Liminal provides a Domain Specific Language to build ML workflows on top of Apache Airflow.
Fit interpretable models. Explain blackbox machine learning.
AWS libraries/modules for working with Kinesis aggregated record data
Public repo for DeepLearning.AI MLEP Specialization
12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all
Open source platform for the machine learning lifecycle
Backend implementation for running MLFlow projects on Hadoop/YARN.
A python API to Money Control forum.
Udacity Nano Data Engineering Degree, Capstone Project
First open-source data discovery and observability platform. We make a life for data practitioners easy so you can focus on your business.
Salesforce API Postman Collection
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.