big-data

The Patterns of Scalable, Reliable, and Performant Large-Scale Systems

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.

Apache Flink

Open-source IoT Platform - Device management, data collection, processing and visualization.

An open source cybersecurity protocol for syncing decentralized graph data.

大数据入门指南 :star:

The official home of the Presto distributed SQL query engine for big data

The Data Engineering Cookbook

Official repository of Trino, the distributed SQL query engine for big data, formerly known as PrestoSQL (https://trino.io)

Open-Source Web UI for Apache Kafka Management

The world's fastest open query engine for sub-second analytics both on and off the data lakehouse. With the flexibility to support nearly any scenario, StarRocks provides best-in-class performance for multi-dimensional analytics, real-time analytics, and ad-hoc queries. A Linux Foundation project.

Cloud-native OSS search engine for observability

Apache DataFusion SQL Query Engine

A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.

Apache Beam is a unified programming model for Batch and Streaming data processing.

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.

Arkime is an open source, large scale, full packet capturing, indexing, and database system.

The Open Source Feature Store for AI/ML

The AI search platform

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