996 Open source projects that are alternatives of or similar to Ibis

🎯 🌟[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

零基础学习spark，大数据学习

Big Data Ecosystem Docker

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.

大数据入门指南 ⭐

A complete (distributed) BigData stack, running in containers

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 .

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

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

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.

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

同步Hive数据仓库数据到Elasticsearch的小工具

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。

extremely distributed machine learning

IBIS is a workflow creation-engine that abstracts the Hadoop internals of ingesting RDBMS data.

Minikube for big data with Scala and Spark

Zeek Analysis Tools (ZAT): Processing and analysis of Zeek network data with Pandas, scikit-learn, Kafka and Spark

Prosto is a data processing toolkit radically changing how data is processed by heavily relying on functions and operations with functions - an alternative to map-reduce and join-groupby

Data Lineage Tracking And Visualization Solution

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!

Kafka Connect HDFS connector

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

Generic Data Ingestion & Dispersal Library for Hadoop

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

Building Large-Scale AI Applications for Distributed Big Data

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

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.

电商用户行为分析大数据平台

Type System for Data Analysis in Python

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

Linkis helps easily connect to various back-end computation/storage engines(Spark, Python, TiDB...), exposes various interfaces(REST, JDBC, Java ...), with multi-tenancy, high performance, and resource control.

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

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

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).

基于Spark2.2新闻网大数据实时系统项目

一个大数据架构师应该掌握的技能

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

深圳地铁大数据客流分析系统🚇🚄🌟

按知识领域整理面试题，包括C++、Java、Hadoop、机器学习等

Real Time Analytics and Data Pipelines based on Spark Streaming

💎🔥大数据学习笔记

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 Java NIO file system provider for HDFS

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

A big data platform for analyzing web access logs

Production Ready Data Integration Product, documentation：

Bucketing and partitioning system for Parquet

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

ArcGIS GeoEvent Server sample Hadoop connector for storing GeoEvents in HDFS.

Big Data for Data Engineers Coursera Specialization from Yandex

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

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

🚢 Docker image for Apache Spark

⛈️ Rumble 1.11.0 "Banyan Tree"🌳 for Apache Spark | Run queries on your large-scale, messy JSON-like data (JSON, text, CSV, Parquet, ROOT, AVRO, SVM...) | No install required (just a jar to download) | Declarative Machine Learning and more

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.

Mirror of Linkedin's Camus

Hadoop WebHDFS output plugin for Fluentd

Addax is an open source universal ETL tool that supports most of those RDBMS and NoSQLs on the planet, helping you transfer data from any one place to another.