Learn About Python for Beginners: What is Python Programming

Python Programming: Learning Python for Beginners

Did you know that the Python programming language is one of the most in-demand languages in the industry right now? In fact, a survey of developers by CodinGame lists Python as the #1 most loved programming language, as well as the third most known programming language. Whether web development, advanced data analysis, or even the … Read more

How to do Cluster Analysis with Python

You can access the full course here: Data Insights with Cluster Analysis Part 1 In this video we are going to discuss Cluster Analysis. We will discuss the following topics: Intro to Cluster Analysis – what is it, what are it’s different applications, the kinds of algorithms we can expect. K-means clustering Density-based Spatial Clustering … Read more

A Bite-Sized Guide to SQL

Web Class: A Bite-Sized Guide to SQL

You can access the full course here: Bite-Sized SQL Part 1 In this lesson you will learn how to setup the development environment. For managing our dependencies we are going to use this tool called “Anaconda.” Essentially you can use Anaconda to manage our dependencies and update them very easily. You can download Anaconda from … Read more

Probability for Data Science Tutorial

You can access the full course here: Probability Foundations for Data Science Part 1 In this lesson, we’re going to see an introduction to the Probability Theory. Probability definitions We define probability as the likelihood of some event happening. For coin flipping, there is an equal probability of having heads or tails (1/2 each), and we represent it by … Read more

Hypothesis Testing for Data Science Guide

You can access the full course here: Hypothesis Testing for Data Science Part 1 To start this course, we’re going to cover the following topics: Random Variables Normal Distribution Central Limit Theorem Random Variables A random variable is a variable whose value is unknown. Namely, the outcome of a statistical experiment. Consider the example of a … Read more