575 Open source projects that are alternatives of or similar to Docker Spark

Educational notes,Hands on problems w/ solutions for hadoop ecosystem

The Archives Unleashed Toolkit is an open-source toolkit for analyzing web archives.

简单的可视化湖州通话数据 假设数据量很大，没法用浏览器直接绘制热力图，把绘制热力图这一步骤放到线下计算分析。使用Apache Spark并行计算数据之后，再使用Apache Spark绘制热力图，然后用leafletjs加载OpenStreetMap图层和热力图图层，以达到良好的交互效果。现在使用Apache Spark实现绘制，可能是Apache Spark不擅长这方面的计算或者是我没有设计好算法，并行计算的速度比不上单机计算。Apache Spark绘制热力图和计算代码在这 https://github.com/yuanzhaokang/ParallelizeHeatmap.git .

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.

A large-scale entity and relation database supporting aggregation of properties

A Docker container with a full Hadoop cluster setup with Spark and Zeppelin

Fast Data Cluster (Apache Cassandra, Kafka, Spark, Flink, YARN and HDFS with Vagrant and VirtualBox)

一个大数据架构师应该掌握的技能

编程电子书，电子书，编程书籍，包括C，C#，Docker，Elasticsearch，Git，Hadoop，HeadFirst，Java，Javascript，jvm，Kafka，Linux，Maven，MongoDB，MyBatis，MySQL，Netty，Nginx，Python，RabbitMQ，Redis，Scala，Solr，Spark，Spring，SpringBoot，SpringCloud，TCPIP，Tomcat，Zookeeper，人工智能，大数据类，并发编程，数据库类，数据挖掘，新面试题，架构设计，算法系列，计算机类，设计模式，软件测试，重构优化，等更多分类

Cookbook to install Hadoop 2.0+ using Chef

MapReduce, Spark, Java, and Scala for Data Algorithms Book

个人学习知识库涉及到数据仓库建模、实时计算、大数据、Java、算法等。

An Airflow docker image preconfigured to work well with Spark and Hadoop/EMR

Production Ready Data Integration Product, documentation：

Suite of tools for deploying and training deep learning models using the JVM. Highlights include model import for keras, tensorflow, and onnx/pytorch, a modular and tiny c++ library for running math code and a java based math library on top of the core c++ library. Also includes samediff: a pytorch/tensorflow like library for running deep learni…

Java开发者或者大数据开发者面试知识点整理

Code Library for My Blog

Extended datasource support for Spark/Hadoop on Aliyun E-MapReduce.

WeDataSphere is a financial level one-stop open-source suitcase for big data platforms. Currently the source code of Scriptis and Linkis has already been released to the open-source community. WeDataSphere, Big Data Made Easy!

Building Large-Scale AI Applications for Distributed Big Data

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.

80+ DevOps & Data CLI Tools - AWS, GCP, GCF Python Cloud Function, Log Anonymizer, Spark, Hadoop, HBase, Hive, Impala, Linux, Docker, Spark Data Converters & Validators (Avro/Parquet/JSON/CSV/INI/XML/YAML), Travis CI, AWS CloudFormation, Elasticsearch, Solr etc.

50+ DockerHub public images for Docker & Kubernetes - Hadoop, Kafka, ZooKeeper, HBase, Cassandra, Solr, SolrCloud, Presto, Apache Drill, Nifi, Spark, Consul, Riak, TeamCity and DevOps tools built on the major Linux distros: Alpine, CentOS, Debian, Fedora, Ubuntu

🎯 🌟[大数据面试题]分享自己在网络上收集的大数据相关的面试题以及自己的答案总结.目前包含Hadoop/Hive/Spark/Flink/Hbase/Kafka/Zookeeper框架的面试题知识总结

Waimak is an open-source framework that makes it easier to create complex data flows in Apache Spark.

A big data platform for analyzing web access logs

A pandas-like deferred expression system, with first-class SQL support

大数据入门指南 ⭐

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

Hadoop Crypto Ledger - Analyzing CryptoLedgers, such as Bitcoin Blockchain, on Big Data platforms, such as Hadoop/Spark/Flink/Hive

extremely distributed machine learning

A Spark cluster setup running on Docker containers

按知识领域整理面试题，包括C++、Java、Hadoop、机器学习等

Spark、Flink等离线任务的调度以及实时任务的监控

Big Data Ecosystem Docker

RDMA accelerated, high-performance, scalable and efficient ShuffleManager plugin for Apache Spark

Fundamentals of Spark with Python (using PySpark), code examples

low-level helpers for Apache Spark libraries and tests

Open-source distribute workflow schedule tools, also support streaming task.

基于Spark2.2新闻网大数据实时系统项目

深圳地铁大数据客流分析系统🚇🚄🌟

Ytk-learn is a distributed machine learning library which implements most of popular machine learning algorithms(GBDT, GBRT, Mixture Logistic Regression, Gradient Boosting Soft Tree, Factorization Machines, Field-aware Factorization Machines, Logistic Regression, Softmax).

Data Lineage Tracking And Visualization Solution

Iceberg is a table format for large, slow-moving tabular data

Create clusters of VMs on the cloud and configure them with Ansible.

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

Generic Data Ingestion & Dispersal Library for Hadoop

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

Basin is a visual programming editor for building Spark and PySpark pipelines. Easily build, debug, and deploy complex ETL pipelines from your browser

Kylo is a data lake management software platform and framework for enabling scalable enterprise-class data lakes on big data technologies such as Teradata, Apache Spark and/or Hadoop. Kylo is licensed under Apache 2.0. Contributed by Teradata Inc.

A complete (distributed) BigData stack, running in containers

电商用户行为分析大数据平台

零基础学习spark，大数据学习

DataSphereStudio is a one stop data application development& management portal, covering scenarios including data exchange, desensitization/cleansing, analysis/mining, quality measurement, visualization, and task scheduling.

Big Data for Data Engineers Coursera Specialization from Yandex

🎓 Jupyter notebooks from UFC data science course

Zemberek Türkçe NLP Java Kütüphanesi üzerine REST Docker Sunucu

Apache Hadoop docker image

四川大学拓思爱诺用户session行为数据离线分析项目