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Machine Learning

5 mins

Introduction

Embark on your machine learning journey with foundational concepts and principles, setting the stage for effective model building and analysis.

notebooks/ml/introduction/index.html

5 mins

Regression

Predict numeric outcomes with regression techniques, uncovering relationships between variables for accurate forecasting.

notebooks/ml/regression/index.html

5 mins

Classification

Categorize data into distinct classes, enabling the identification of patterns and informed decision making.

notebooks/ml/classification/index.html

5 mins

Clustering

Group similar data points using clustering algorithms, revealing inherent patterns within your dataset.

notebooks/ml/clustering/index.html

5 mins

Time series

Uncover insights from time-ordered data, exploring trends and making predictions based on temporal patterns.

notebooks/ml/time_series/index.html

13 mins

Model management

Effectively manage and deploy machine learning models, ensuring seamless integration into your analytical workflow.

notebooks/ml/time_series/index.html