https://github.com/fabsta/spark_notebooks
Collection of spark notebooks (zeppelin)
https://github.com/fabsta/spark_notebooks
Last synced: about 2 months ago
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Collection of spark notebooks (zeppelin)
- Host: GitHub
- URL: https://github.com/fabsta/spark_notebooks
- Owner: fabsta
- Created: 2016-03-21T21:27:49.000Z (over 10 years ago)
- Default Branch: master
- Last Pushed: 2016-03-30T19:36:55.000Z (over 10 years ago)
- Last Synced: 2025-01-17T21:43:35.450Z (over 1 year ago)
- Language: Jupyter Notebook
- Size: 585 KB
- Stars: 0
- Watchers: 2
- Forks: 3
- Open Issues: 0
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Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
Spark data science zeppelin notebooks
#Advanced analytics with Spark (Book)
| Description | Language | ML-Component | Link | View |
|--------------------------------------------------------------------------------------------|----------|------------------------|------|------|
| AAS (Chapter 3): Recommending music (alternating least squares recommender) | Spark | | | |
| AAS (Chapter 4): Predicting forest cover with decision trees | Spark | Decision Tree | | |
| AAS (Chapter 5): Anomaly Detection in Network Traffic with K-means clustering | Spark | K-Means | | |
| AAS (Chapter 6): Understanding Wikipedia with Latent Semantic Analysis | Spark | | | |
| AAS (Chapter 7): Analyzing Co-occurrence Networks with GraphX | Spark | | | |
| AAS (Chapter 8): Geospatial and Temporal Data Analysis on the New York City Taxi Trip Data | Spark | | | |
| AAS (Chapter 9): Estimating Financial Risk through Monte Carlo Simulation| | Spark | Monte-Carlo Simulation | | |
| AAS (Chapter 10): Analyzing Genomics Data and the BDG Project | Spark | | | |
| AAS (Chapter 11): Analyzing Neuroimaging Data with PySpark and Thunder | Spark | | | |
#Machine learning
| Description | Language | ML-Component | Link | View | Author |
|-------------------------------------|----------|---------------------|--------------------|------|------------------------------------------------------------------------------------------------|
| Kaggle- AirBNB - Data exploration | Python | feature engineering | ipython_notebooks | | https://www.kaggle.com/c/titanic/details/getting-started-with-python |
| Kaggle- AirBNB - Data exploration 2 | Python | feature engineering | ipython_notebooks | | https://www.kaggle.com/dimon009/airbnb-recruiting-new-user-bookings/airbnb-exploratory-analysis|
#Other
| Description | Language | ML-Component | Link | View | Author |
|-------------------------------------|----------|--------------|-----------|------|----------------------------------------------------------------------|
| Kaggle- Titanic survival prediction | SparkSQL | | 2BEVBMRCY | | https://www.kaggle.com/c/titanic/details/getting-started-with-python |
| earthquake visualisation | Spark | | 2BEPUUY8B | | |