https://github.com/udaylab/intro2bigdata
https://github.com/udaylab/intro2bigdata
Last synced: 7 months ago
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- Host: GitHub
- URL: https://github.com/udaylab/intro2bigdata
- Owner: UdayLab
- Created: 2023-11-26T06:56:11.000Z (about 2 years ago)
- Default Branch: main
- Last Pushed: 2024-01-22T04:56:23.000Z (about 2 years ago)
- Last Synced: 2025-07-01T08:07:32.874Z (8 months ago)
- Language: Jupyter Notebook
- Size: 11.3 MB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
# intro2BigData
| Class No. |Topic|
|-----------|-----|
| 1 |KDD process|
| 2 |SQL|
| 3 |Data Preprocessing: Imputation|
| 4 |Data Transformation|
| 5 |Learning Algorithms|
| 6 |Frequent Pattern Mining|
| 7 |Clustering and K-Means|
| 8 | DBSCAN |
| 9 | Classification and Naive Bayes|
| 10 | Decision Trees |
| 11 | Prediction and Linear Regression |
| 12 | Timeseries Analysis (Auto Regression and ARIMA) |
| 13 | Voting and Ensemble techniques |