machine-learning-review

Educational notebooks reviewing machine learning models and concepts.

Study Guides

A study guide for a machine learning (ML) engineer breadth interview: Machine Learning Breadth Interview Preparation Study Guide

Notebook Tutorials

ML Algorithms

• Logistic Regression
• Support Vector Machines (SVM)
• Implementing a Random Forest Classifier

Array Sorting Algorithms

• Quick Sort
• Merge Sort

Python Profiling

• Python Profiling Using cProfile