Web Class: Introduction to Cluster Analysis with Python

Transcript Part 1 Hello, world, and thanks for joining me. My name is Mohit Deshpande. In this course, we’ll be learning about clustering analysis. In particular, we’re gonna use it in the context of data science, and we’re gonna analyze some data and see if we can segment out different kinds of customers so that … Read moreWeb Class: Introduction to Cluster Analysis with Python

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

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

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

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 moreDimensionality Reduction

Building Blocks – Data Science and Linear Regression

“Data science” or “Big data analyst” is a phrase that has been tossed around since the advent of Big Data. But what is it, really? Well imagine working for a retail company. One of the questions you may be asked to answer is “how many chips should we stock up for this month?” It seems … Read moreBuilding Blocks – Data Science and Linear Regression

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