Complete Data Science Course for Beginners

Complete Data Science Course for Beginners

If you’re curious about getting into Data Science, then here’s a great free resource: Edureka video on Data Science. You can watch an end to... Details
15 Great Articles about Bayesian Methods and Networks

15 Great Articles about Bayesian Methods and Networks

Here's a curated list of articles on Bayesian methods and networks. An Introduction to Bayesian Reasoning Basics of Bayesian Decision Theory How Bayesian Inference Works... Details
The Power and Danger of Statistics

The Power and Danger of Statistics

MajorPrep has a video on how easy it is to lie with statistics. Details
A Step-by-Step Look at Gradient Descent

A Step-by-Step Look at Gradient Descent

Gradient Descent is the workhorse behind much of Machine Learning. When you fit a machine learning method to a training dataset, you're almost certainly using... Details
Free Data Science Learning Resources

Free Data Science Learning Resources

When I started to pivot my career towards data science, there was not a well-worn path from app developer to data scientist. In fact, I... Details
Big Data Visualization

Big Data Visualization

As part of his Data Lit class, Siraj Raval explores the fundamentals of data visualization. Details
SQL Overview for Beginners

SQL Overview for Beginners

SQL has been around a while and, as such, it’s an essential skill for wrangling data. Here’s a great video (along with high end animations... Details
Real Talk with Instagram Data Scientist

Real Talk with Instagram Data Scientist

Springboard talks data science with Mansha, a data scientist at Instagram. Details
Numpy in 5 Minutes

Numpy in 5 Minutes

It slices! It dices! And it’s hard to imagine doing data science in Python without it. NumPy is a keystone Python library that’s crucial to... Details
Introduction to Statistics–Siraj Raval Style

Introduction to Statistics–Siraj Raval Style

Did you ever want to learn statistics but were waiting for Siraj Raval to teaching it to you in the way only he can? Now,... Details