Max – Coding With Max

What are Bar Graphs? & How to Use Them

Time for another rendition of our series covering the key data visualizations to know for data scientists! In the past month, we’ve gone into box plots, scatter plots and histograms… this week, we’re featuring…

Data Science Growth Marketing Statistics

How to Evaluate A/B Tests (aka Controlled Experiments) for Causation and Correlation

In the previous blog post, we looked at the terms causation and correlation and developed a deeper understanding of what exactly each of those terms means and what the difference between causation and correlation is.…

Data Science Growth Marketing Statistics

How to Determine Causal Relationships in Observational Studies

In the previous blog post, we looked at controlled experiments and saw what techniques we can use to properly analyze them. Unfortunately though, we don’t always have the option to use a controlled…

Data Science Data Visualization

What are Histograms? & How to Make Them in Python

Next up in our Deep Dive into Data Visualization series comes histograms! As mentioned in our other blog posts on scatter plots and on box plots, data visualization is an instrumental part…

Data Science Data Visualization

What are Box Plots? & How to Make Them in Python

Continuing on in our data visualization series… last week, we covered scatter plots and this week, we’re moving on into the elusive box plot. In this post, we go over…

Data Science Programming

The Complete Guide to the 15 Core Data Science and Machine Learning Python Libraries

The world as we know it today would not exist without programming libraries. I don’t want to be dramatic but cities would collapse, the internet would break in half, and programmers worldwide…

Data Science

How to Become a Data Scientist: The Ultimate Step-by-Step Guide

Data science is becoming a hotter and hotter topic by the minute, and data scientists are becoming more and more demanded by all sorts of companies. I personally like to…

General

The Beginner’s Guide to APIs + How to Apply & Monetize Them

In this article, we’re going to discuss API’s and address some of the biggest questions surrounding this mysterious acronym: What are APIs & what are they used for? Who has…

Data Science

6 Steps to Storytelling Your Data Like a Senior Data Scientist

Being able to analyze data properly has always been important, even before we went into the digital and big data era. Data analysis is a very important skillset for data scientists,…

Programming

Vectorization: The Secret to Shortening Your Python Code and Making it Run 150x Faster

Today, I want to talk about something that honestly blew my programming mind. I was taking a course on Neural Networks and Deep Learning – the one by Andrew Ng, former head…