Introduction to Machine Learning course with Python

Python for Machine Learning and Data Science

Part 01 - Anaconda and Python for Machine Learning.

Part 02 - Python Quick Tutorial - Pandas and Data preprocessing

Part 03 - Linear Regression with Python

Part 04 - Logistic Regression with Python

Part 05 - Constructing a Neural Network Models - Regression model with Python (Tensorflow & Keras)

Part 06 - Constructing a Binary Classifier Using Neural Network with Python (Tensorflow & Keras)

Part 07 - Constructing a Multi-Class Classifier Using Neural Network with Python (Tensorflow & Keras)

Part 08 - Constructing a Binary Classifier Using SVM with Python

Part 09 - Constructing Multi-Class Classifier Using SVM with Python

Part 10 - Dimensionality Reduction - Principal Component Analysis using Python

Part 11 - Unsupervised Learning - K-Means Clustering with Python