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
Churn Analysis

Churn Analysis

Here’s an interesting presentation on customer churn analysis on a mobile company data set. Details
Kaggle Days Paris 2019

Kaggle Days Paris 2019

In this video, Siraj Raval reports from the recent Kaggle Days event in Paris. Details
The Open Source Computer Science Degree

The Open Source Computer Science Degree

In this video, ForrestKnight shares his curated list of free courses from reputable universities like MIT, Stanford, and Princeton that satisfy the same requirements as... Details