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 Scikit-learn
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 scikit-learn.