> For the complete documentation index, see [llms.txt](https://gautamnaik1994.gitbook.io/snippets/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://gautamnaik1994.gitbook.io/snippets/machine-learning.md).

# Machine Learning

- [Handling Imbalanced Dataset](https://gautamnaik1994.gitbook.io/snippets/machine-learning/handling-imbalanced-dataset.md)
- [Time Series Forecasting](https://gautamnaik1994.gitbook.io/snippets/machine-learning/time-series-forecasting.md)
- [Hierarchical Time Series Forecasting](https://gautamnaik1994.gitbook.io/snippets/machine-learning/time-series-forecasting/hierarchical-time-series-forecasting.md)
- [Facebook Prophet](https://gautamnaik1994.gitbook.io/snippets/machine-learning/time-series-forecasting/facebook-prophet.md)
- [Misc](https://gautamnaik1994.gitbook.io/snippets/machine-learning/time-series-forecasting/misc.md)
- [Handling high dimensionality data](https://gautamnaik1994.gitbook.io/snippets/machine-learning/handling-high-dimensionality-data.md)
- [Weight of evidence and Information value](https://gautamnaik1994.gitbook.io/snippets/machine-learning/handling-high-dimensionality-data/weight-of-evidence-and-information-value.md)
- [Debugging ML Models](https://gautamnaik1994.gitbook.io/snippets/machine-learning/debugging-ml-models.md)
- [Feature Engineering](https://gautamnaik1994.gitbook.io/snippets/machine-learning/feature-engineering.md)
- [Time Series](https://gautamnaik1994.gitbook.io/snippets/machine-learning/feature-engineering/time-series.md)
- [Outlier Detection](https://gautamnaik1994.gitbook.io/snippets/machine-learning/feature-engineering/outlier-detection.md)
- [Categorical Encoding](https://gautamnaik1994.gitbook.io/snippets/machine-learning/feature-engineering/categorical-encoding.md)
- [Feature Scaling](https://gautamnaik1994.gitbook.io/snippets/machine-learning/feature-engineering/feature-scaling.md)