Data Science and Machine Learning with Python is another best selling online course on Udemy. Together with Complete Python Bootcamp they changed my whole perspective about Python.

I choose to review this online course because it’s very popular. As we can see on the official page over 17000 students are enrolled up to now. This online course is instructed by Frank Kane. Frank Kane is a successful programmer who worked for Amazon and IMDb as a developer but now he operates his own successful company.

Data Science and Machine Learning with Python – Hands On Review

By studying from this course you will become a Data scientist.

What is data scientist?

Data scientist is an expert in data mining, data analyzing and machine learning. It’s one of the most payed jobs in United States according to Glassdoor. You can be payed over $120000 per year what is brilliant salary.

The course is divided in 71 lectures or over 9 hours of instructional video. The following topics are covered here:

Regression analysis

K-Means Clustering

Principal Component Analysis

Train/Test and cross validation

Bayesian Methods

Decision Trees and Random Forests

Multivariate Regression

Multi-Level Models

Support Vector Machines

Reinforcement Learning

Collaborative Filtering

K-Nearest Neighbor

Bias/Variance Tradeoff

Ensemble Learning

Term Frequency / Inverse Document Frequency

Experimental Design and A/B Tests

Even this course is intended to more experienced Python programmers it starts with a basic course for novices so they can easily follow up the further instructions.