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Recommended resources
Module 1
Python and Data Science Toolkit
Module 2
Mathematical and Statistical Foundations
Module 3
Data Exploration and Preparation
Module 4
Core Machine Learning Concepts
Module 5
Linear Regression
Module 6
Classification with Logistic Regression
Module 7
Decision Trees and Ensemble Methods
Module 8
Support Vector Machines and Model Optimization
Module 9
Unsupervised Learning: Clustering and Dimensionality Reduction
Module 10
Introduction to Neural Networks
Module 11
Convolutional Neural Networks for Image Classification
Module 12