Machine Learning
Learn how to create algorithms that don't require you to write logic.

Logistic Regression from Scratch
Understand how to solve a classification problem using logistic regression from scratch using python and numpy.

Predicting Housing Prices using Regression Algorithms
Understand how to approach a machine learning regression problem using the boston housing prices dataset

Image Classification using Python and Scikitlearn
Learn how to use Global Feature Descriptors such as RGB Color Histograms, Hu Moments and Haralick Texture to classify Flower species using different Machine Learning classifiers available in scikitlearn.