GitHub stars · StarDay

1DataTalksClub / data-engineering-zoomcampAuthor description: Data Engineering Zoomcamp is a free 9-week course on building production-ready data pipelines. Join the course here 👇🏼Jupyter NotebookLicense not declared46,700

2apache / sparkUnified analytics engine for large-scale data processing.ScalaApache-2.0 · Permissive44,419

3donnemartin / data-science-ipython-notebooksData 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.PythonLicense not declared29,386

4yeasy / docker_practiceAuthor description: The latest Docker container technology, learn best practices from real cases! | Learn and understand Docker&Container technologies, with real DevOps practice!GoLicense not declared26,353

5heibaiying / BigData-NotesA Beginner's Guide to Big Data :star:JavaLicense not declared16,997

6FavioVazquez / ds-cheatsheetsList of Data Science Cheatsheets to rule the worldMIT · Permissive16,374

7GaiZhenbiao / ChuanhuChatGPTGUI for ChatGPT API and many LLMs. Supports agents, file-based QA, GPT finetuning and query with web search. All with a neat UI.PythonGPL-3.0 · Share derivative source15,243

8zhisheng17 / flink-learningflink learning blog. http://www.54tianzhisheng.cn/ Contains Flink introduction, concepts, principles, actual combat, performance tuning, source code analysis, etc. Learning cases involving Flink Connector, Metrics, Library, DataStream API, Table API & SQL, etc., as well as large-scale project cases of Flink implementation (PVUV, log storage, real-time deduplication of tens of billions of data, monitoring and alarming) are shared. Welcome everyone to support my column "Big Data Real-time Computing Engine Flink Practical Combat and Performance Optimization"JavaApache-2.0 · Permissive15,101

9aalansehaiyang / technology-talk[Big Factory Interview Column] A technical guide that Java programmers need, including interview questions, system architecture, career tips, mainstream middleware, etc., to help you become a better you!License not declared14,741

10deeplearning4j / deeplearning4jSuite 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 learn...JavaApache-2.0 · Permissive14,274

11wangzhiwubigdata / God-Of-BigDataFocus on big data learning interviews, and the road to becoming a god in big data begins. Flink/Spark/Hadoop/Hbase/Hive...License not declared10,566

12tobymao / sqlglotPython SQL Parser and TranspilerPythonMIT · Permissive9,765

13delta-io / deltaAn open-source storage framework that enables building a Lakehouse architecture with compute engines including Spark, PrestoDB, Flink, Trino, and Hive and APIsScalaApache-2.0 · Permissive9,069

14mage-ai / mage-ai🧙 Build, run, and manage data pipelines for integrating and transforming data.PythonApache-2.0 · Permissive8,844

15h2oai / h2o-3H2O 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.Jupyter NotebookApache-2.0 · Permissive7,521

16Alluxio / alluxioAlluxio, data orchestration for analytics and machine learning in the cloudJavaApache-2.0 · Permissive7,259

17Angel-ML / angelA Flexible and Powerful Parameter Server for large-scale machine learningJavaLicense not declared6,795

18apache / zeppelinWeb-based notebook that enables data-driven, interactive data analytics and collaborative documents with SQL, Scala and more.JavaApache-2.0 · Permissive6,669

19donnemartin / dev-setupmacOS 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.PythonLicense not declared6,283

20microsoft / SynapseMLSimple and Distributed Machine Learning Python Library porting ML algorithms for SparkScalaMIT · Permissive5,254