https://github.com/iamdsc/machine_learning
100 Days of ML Code
https://github.com/iamdsc/machine_learning
machine-learning matplotlib numpy pandas python3 sklearn
Last synced: 27 days ago
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100 Days of ML Code
- Host: GitHub
- URL: https://github.com/iamdsc/machine_learning
- Owner: iamdsc
- License: gpl-3.0
- Created: 2018-12-14T17:48:17.000Z (about 7 years ago)
- Default Branch: master
- Last Pushed: 2019-04-07T01:27:02.000Z (almost 7 years ago)
- Last Synced: 2025-03-11T16:26:43.567Z (11 months ago)
- Topics: machine-learning, matplotlib, numpy, pandas, python3, sklearn
- Language: Jupyter Notebook
- Homepage:
- Size: 29.8 MB
- Stars: 2
- Watchers: 0
- Forks: 1
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
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README
# Machine Learning using Scikit-Learn
## Topics covered so far:
* ### [Classification](https://github.com/iamdsc/machine_learning/tree/master/classification)
* ### [Data Preprocessing](https://github.com/iamdsc/machine_learning/tree/master/data_preprocess)
* ### [Dimensionality Reduction](https://github.com/iamdsc/machine_learning/tree/master/dimensionality_reduction)
* ### [Model Evaluation and Hyperparameter Tuning](https://github.com/iamdsc/machine_learning/tree/master/model_eval_hyperparam_tuning)
* ### [Ensemble Learning](https://github.com/iamdsc/machine_learning/tree/master/ensemble_learning)
* ### [Sentiment Analysis](https://github.com/iamdsc/machine_learning/tree/master/sentiment_analysis)
* ### [Regression Analysis](https://github.com/iamdsc/machine_learning/tree/master/regression_analysis)
* ### [Clustering Analysis](https://github.com/iamdsc/machine_learning/tree/master/clustering_analysis)