About this document
Essential Machine Learning Foundations by Qurratul Ayn is a document available to read on EtoBox.
The document provides a recommended path for learning machine learning, starting with math fundamentals like statistics and calculus. It then recommends learning basic machine learning algorithms like k-nearest neighbors, decision trees, naive bayes, and neural networks. It also suggests learning feature extraction from text, images, and time series data as well as evaluation metrics and other concepts like preprocessing, visualization, and hyperparameter tuning before attempting deep learning.
- Author
- Qurratul Ayn
- Language
- EN