Machine learning techniques encompass a diverse array of methodologies that revolutionize data analysis and decision-making processes.
Classification algorithms
Assign data points to predefined categories.
Permutation analysis
Evaluates relationships between variables by systematically reshuffling data, uncovering significant patterns.
Clustering
Groups similar data points into clusters, revealing natural structures within complex datasets.
Neural network classifiers
Mimic the human brain’s interconnected neurons, enabling intricate pattern recognition tasks from image classification to natural language processing.
Together, these techniques empower modern systems to extract insights and make predictions from vast and varied datasets.
For example scripts, please check out my Github