Employee Attrition Aif360
Walkthrough the data science life cycle with different tools, techniques, and algorithms. Use AIF360, pandas, and Jupyter notebooks to build and deploy a model on Watson Machine Learning.
| Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
|---|---|---|---|---|---|---|---|---|---|---|
| Starcraft2 Replay Analysis | 78 | 5 years ago | apache-2.0 | Jupyter Notebook | ||||||
| A jupyter notebook that provides analysis for StarCraft 2 replays | ||||||||||
| Visualize Data With Python | 60 | a year ago | 2 | apache-2.0 | Jupyter Notebook | |||||
| A Jupyter notebook using some standard techniques for data science and data engineering to analyze data for the 2017 flooding in Houston, TX. | ||||||||||
| 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 | ||||||||||
| Data Science Lunch And Learn | 52 | 3 years ago | 1 | Jupyter Notebook | ||||||
| Resources for weekly Data Science Lunch & Learns | ||||||||||
| Pixiedust Facebook Analysis | 42 | 3 years ago | apache-2.0 | Jupyter Notebook | ||||||
| A Jupyter notebook that uses the Watson Visual Recognition and Natural Language Understanding services to enrich Facebook Analytics and uses Cognos Dashboard Embedded to explore and visualize the results in Watson Studio | ||||||||||
| Xgboost Smote Detect Fraud | 41 | 4 years ago | 1 | apache-2.0 | Jupyter Notebook | |||||
| Can we predict accurately on the skewed data? What are the sampling techniques that can be used. Which models/techniques can be used in this scenario? Find the answers in this code pattern! | ||||||||||
| Text Summarization And Visualization Using Watson Studio | 31 | 3 years ago | 2 | apache-2.0 | Jupyter Notebook | |||||
| Can we quickly summarize & visualize text to get the details about the unstructured data? Yes we can! Please review this code pattern for all the steps involved to quickly summarize & visualize the data. | ||||||||||
| Powerai Market Sentiment | 29 | 5 years ago | 4 | apache-2.0 | Jupyter Notebook | |||||
| Built for developers familiar with IBM Power systems that are looking to leverage IBM's new PowerAI offering for machine learning. | ||||||||||
| Predict Opioid Prescribers | 28 | 4 years ago | Jupyter Notebook | |||||||
| A pattern focusing on how to use scikit learn and python in Watson Studio to predict opioid prescribers based off of a 2014 kaggle dataset. | ||||||||||
| Visualize Food Insecurity | 24 | 5 years ago | Jupyter Notebook | |||||||
| Use Watson Analytics and Pixie Dust to visualize US Food Insecurity | ||||||||||
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