## A Bite-Sized Guide to Python

You can access the full course here: Bite-Sized Python Part 1 We need to make sure we have the latest versions of Python and Pygame currently installed on our system. In this lesson we are going to download and install both Python and Pygame for Mac. If you are using a windows system you can … Read more

## A Bite-Sized Guide to NumPy

You can access the full course here: Bite-Sized NumPy Part 1 In this lesson you will learn how to download an install Anaconda and Jupyter notebooks on your mac. What is Anaconda? Anaconda is a distribution software that provides everything a user would need to start Python development. It includes: Python language Libraries Editors(Such as … 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

## Getting Started with Data Visualization in Python

You can access our newest course on Data Visualization here: The Complete Python Data Visualization Course Transcript 1 Hello, everybody. My name is Mohit Deshpande and thanks for joining me. And in this course we’re gonna be learning a lot about data visualization. And so what we’re gonna be looking at is, we’ll be able … Read more

## How to Use Machine Learning to Show Predictions in Augmented Reality – Part 3

Part 2 Recap This tutorial is part of a multi-part series. In Part 1, we loaded our data from a .csv file and used Linear Regression in order to predict the number of patients that the hospital is expected to receive in future years. In Part 2 we improved the UI and created a bar … Read more

## How to Use Machine Learning to Show Predictions in Augmented Reality – Part 2

Part 1 Recap This tutorial is part of a multi-part series: in Part 1, we loaded our data from a .csv file and used Linear Regression in order to predict the number of patients that the hospital is expected to receive in future years. Introduction In this second part, we will focus our work on … Read more

## How to Use Machine Learning to Show Predictions in Augmented Reality – Part 1

Introduction In this tutorial series, you’ll learn how to develop a project that integrates Machine Learning algorithms for predictions and Augmented Reality for data visualization. For this project we will use Unity 3D and EasyAR, we’ll build Machine Learning algorithms from the ground up in order to give you a better understanding of how Machine … Read more

## Python Mini-Degree

Go from Zero to Python Expert – Learn Computer Vision, Machine Learning, Deep Learning, TensorFlow, Game Development and Internet of Things (IoT) App Development. We live in a world that is continuously advancing as a result of technological innovation. To succeed in this ever-changing world, you’ll need to learn and gain expertise in the technologies … Read more

## Dimensionality Reduction

Dimensionality Reduction is a powerful technique that is widely used in data analytics and data science to help visualize data, select good features, and to train models efficiently. We use dimensionality reduction to take higher-dimensional data and represent it in a lower dimension. We’ll discuss some of the most popular types of dimensionality reduction, such … Read more