To understand better how we may be able to predict a value using linear regression from first principles, we study a gradient descent algorithm and then implement it in Python.
Gradient descent algorithm and its implementation
by Dávid Natingga
Data Science Algorithms in a Week
- Preface
- Classification Using K Nearest Neighbors
- Naive Bayes
- Decision Trees
- Random Forest
- Clustering into K Clusters
- Regression
- Time Series Analysis
- Statistics
- R Reference
- Python Reference
- Glossary of Algorithms and Methods in Data Science
Gradient descent algorithm and its implementation
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