Michael S Guide To Becoming A Data Scientist
I was once asked about transitioning to a career in data science by three different UChicago grad students over a short period of time, so I decided to put together this outline in case anyone else was curious.
| Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
|---|---|---|---|---|---|---|---|---|---|---|
| Superset | 59,389 |  | 21 | 2 days ago | 6 | April 18, 2023 | 1,764 | apache-2.0 | TypeScript | |
| Apache Superset is a Data Visualization and Data Exploration Platform | ||||||||||
| Airflow | 34,468 |  | 320 | 24 days ago | 169 | November 27, 2023 | 890 | apache-2.0 | Python | |
| Apache Airflow - A platform to programmatically author, schedule, and monitor workflows | ||||||||||
| Cudf | 6,936 | 3 | 4 months ago | 31 | October 12, 2023 | 1,001 | apache-2.0 | C++ | ||
| cuDF - GPU DataFrame Library | ||||||||||
| Koalas | 3,291 |  | 1 | 16 | 8 months ago | 47 | October 19, 2021 | 112 | apache-2.0 | Python |
| Koalas: pandas API on Apache Spark | ||||||||||
| Dataflowjavasdk | 853 | 249 | 14 | 3 years ago | 38 | June 26, 2018 | 54 | |||
| Google Cloud Dataflow provides a simple, powerful model for building both batch and streaming parallel data processing pipelines. | ||||||||||
| Incubator Liminal | 131 | 8 months ago | 28 | January 25, 2023 | 9 | apache-2.0 | Python | |||
| Apache Liminals goal is to operationalise the machine learning process, allowing data scientists to quickly transition from a successful experiment to an automated pipeline of model training, validation, deployment and inference in production. Liminal provides a Domain Specific Language to build ML workflows on top of Apache Airflow. | ||||||||||
| Beyond Jupyter | 125 | 5 years ago | ||||||||
| 🐍💻📊 All material from the PyCon.DE 2018 Talk "Beyond Jupyter Notebooks - Building your own data science platform with Python & Docker" (incl. Slides, Video, Udemy MOOC & other References) | ||||||||||
| Data_sciences_campaign | 96 | 4 months ago | 2 | Jupyter Notebook | ||||||
| 【数据科学家系列课程】 | ||||||||||
| Sit742 | 72 | 7 months ago | 2 | mit | Jupyter Notebook | |||||
| SIT742: Modern Data Science | ||||||||||
| Kafka Streaming Click Analysis | 56 | 4 years ago | 2 | apache-2.0 | Jupyter Notebook | |||||
| Use Kafka and Apache Spark streaming to perform click stream analytics | ||||||||||
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