827 Open source projects that are alternatives of or similar to Bigdataclass

A heterogeneous Apache Spark framework.

❄️ 🐳 Awesome tools and libs for AI, Deep Learning, Machine Learning, Computer Vision, Data Science, Data Analytics and Cognitive Computing that are baked in the oven to be Native on Kubernetes and Docker with Python, R, Scala, Java, C#, Go, Julia, C++ etc

Data Accelerator for Apache Spark simplifies onboarding to Streaming of Big Data. It offers a rich, easy to use experience to help with creation, editing and management of Spark jobs on Azure HDInsights or Databricks while enabling the full power of the Spark engine.

Server for the ListenBrainz project

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.

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

GeoTrellis for PySpark

Simple and Distributed Machine Learning

Spark-Crawler: Apache Nutch-like crawler that runs on Apache Spark.

Geo Spatial Data Analytics on Spark

A complete (distributed) BigData stack, running in containers

Big Data for Data Engineers Coursera Specialization from Yandex

An open-source storage layer that brings scalable, ACID transactions to Apache Spark™ and big data workloads.

A Spark cluster setup running on Docker containers

Building Large-Scale AI Applications for Distributed Big Data

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

Julia binding for Apache Spark

An open source indexing subsystem that brings index-based query acceleration to Apache Spark™ and big data workloads.

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

大数据入门指南 ⭐

CrateDB is a distributed SQL database that makes it simple to store and analyze massive amounts of data in real-time.

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.

A simplified, lightweight ETL Framework based on Apache Spark

Scalable stream processing platform for advanced realtime analytics on top of Kafka and Spark. LogIsland also supports MQTT and Kafka Streams (Flink being in the roadmap). The platform does complex event processing and is suitable for time series analysis. A large set of valuable ready to use processors, data sources and sinks are available.

Apache Spark 官方文档中文版

Apache Spark & Python (pySpark) tutorials for Big Data Analysis and Machine Learning as IPython / Jupyter notebooks

Apache Spark Website

Enabling queries on compressed data.

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

Feature Store for Machine Learning

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 .

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

RSparkling: Use H2O Sparkling Water from R (Spark + R + Machine Learning)

Koalas: pandas API on Apache Spark

SparklingGraph provides easy to use set of features that will give you ability to proces large scala graphs using Spark and GraphX.

Apache Spark on AWS Lambda

A Clojure dataframe library that runs on Spark

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

Big Data Processing Framework - Unified Data API or SQL on Any Storage

ACID Data Source for Apache Spark based on Hive ACID

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

Research on distributed system

A simple Spark-powered ETL framework that just works 🍺

Spark Terasort

Tree diagrams with JavaScript 🌲 📈

ERD Editor vscode extension

PredictionIO Java SDK

FFM (Field-Awared Factorization Machine) on Spark

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。

spark summit 2017 SanFrancisco

A framework for rapid reporting API development; with out of the box support for high cardinality dimension lookups with druid.

🔧 Use dplyr to analyze Big Data 🐘

Mirror of Apache REEF

🐍 Quick reference guide to common patterns & functions in PySpark.

Ultimate Tennis Statistics and Tennis Crystal Ball - Tennis Big Data Analysis and Prediction

Hazelcast IMDG Python Client

Spark on Kubernetes infrastructure Helm charts repo

Explore high-dimensional datasets and how your algo handles specific regions.

Query multiple APIs and DBs and join them in a single query