A cohesive & pragmatic framework of FP centric Scala libraries

hadoop各组件使用，持续更新

A connector for Spark that allows reading and writing to/from Redis cluster

电商用户行为分析大数据平台

Expressive types for Spark.

An on-line movie recommender using Spark, Python Flask, and the MovieLens dataset

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.

深圳地铁大数据客流分析系统🚇🚄🌟

Code examples that show to integrate Apache Kafka 0.8+ with Apache Storm 0.9+ and Apache Spark Streaming 1.1+, while using Apache Avro as the data serialization format.

R interface for Apache Spark

Scriptis is for interactive data analysis with script development(SQL, Pyspark, HiveQL), task submission(Spark, Hive), UDF, function, resource management and intelligent diagnosis.

Scalable genomic data analysis.

学习记录的一些笔记，以及所看得一些电子书eBooks、视频资源和平常收纳的一些自己认为比较好的博客、网站、工具。涉及大数据几大组件、Python机器学习和数据分析、Linux、操作系统、算法、网络等

Example project implementing best practices for PySpark ETL jobs and applications.

An end-to-end GoodReads Data Pipeline for Building Data Lake, Data Warehouse and Analytics Platform.

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.

CTR prediction model based on spark(LR, GBDT, DNN)

Sparkling Water provides H2O functionality inside Spark cluster

大数据学习，从零开始学习大数据，包含大数据学习各阶段学习视频、面试资料

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