Apache Spark

Apache Spark - A unified analytics engine for large-scale data processing

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.

Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data.

Learn and understand Docker technologies, with real DevOps practice!

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汇总java生态圈常用技术框架、开源中间件，系统架构、数据库、大公司架构案例、常用三方类库、项目管理、线上问题排查、个人成长、思考等知识

Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.

flink learning blog. http://www.54tianzhisheng.cn/ 含 Flink 入门、概念、原理、实战、性能调优、源码解析等内容。涉及 Flink Connector、Metrics、Library、DataStream API、Table API & SQL 等内容的学习案例，还有 Flink 落地应用的大型项目案例（PVUV、日志存储、百亿数据实时去重、监控告警）分享。欢迎大家支持我的专栏《大数据实时计算引擎 Flink 实战与性能优化》

大数据入门指南 ⭐

List of Data Science Cheatsheets to rule the world

A Flexible and Powerful Parameter Server for large-scale machine learning

专注大数据学习面试，大数据成神之路开启。Flink/Spark/Hadoop/Hbase/Hive...

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.

macOS development environment setup: Easy-to-understand instructions with automated setup scripts for developer tools like Vim, Sublime Text, Bash, iTerm, Python data analysis, Spark, Hadoop MapReduce, AWS, Heroku, JavaScript web development, Android development, common data stores, and dev-based OS X defaults.

Web-based notebook that enables data-driven, interactive data analytics and collaborative documents with SQL, Scala and more.

Alluxio, data orchestration for analytics and machine learning in the cloud

PipelineAI Kubeflow Distribution

Building Large-Scale AI Applications for Distributed Big Data

TensorFlowOnSpark brings TensorFlow programs to Apache Spark clusters.

酷玩 Spark: Spark 源代码解析、Spark 类库等

The Hunting ELK

Interactive and Reactive Data Science using Scala and Spark.

Koalas: pandas API on Apache Spark

Python clone of Spark, a MapReduce alike framework in Python

State of the Art Natural Language Processing