Book Image

Hands-On Data Science with R

By : Vitor Bianchi Lanzetta, Doug Ortiz, Nataraj Dasgupta, Ricardo Anjoleto Farias
Book Image

Hands-On Data Science with R

By: Vitor Bianchi Lanzetta, Doug Ortiz, Nataraj Dasgupta, Ricardo Anjoleto Farias

Overview of this book

R is the most widely used programming language, and when used in association with data science, this powerful combination will solve the complexities involved with unstructured datasets in the real world. This book covers the entire data science ecosystem for aspiring data scientists, right from zero to a level where you are confident enough to get hands-on with real-world data science problems. The book starts with an introduction to data science and introduces readers to popular R libraries for executing data science routine tasks. This book covers all the important processes in data science such as data gathering, cleaning data, and then uncovering patterns from it. You will explore algorithms such as machine learning algorithms, predictive analytical models, and finally deep learning algorithms. You will learn to run the most powerful visualization packages available in R so as to ensure that you can easily derive insights from your data. Towards the end, you will also learn how to integrate R with Spark and Hadoop and perform large-scale data analytics without much complexity.
Table of Contents (16 chapters)

Azure Machine Learning Studio

Remember that you can recuse yourself from doing what this section is doing and simply pay close attention to it if you are afraid to be charged. Nonetheless, within the free trial, I was able to do the following, and even if you were charged full price, it's not likely to be expensive.

Visit the following link for more details about Azure Machine Learning Studio pricing:

You can check which Free Trial is on by logging into and then clicking ACCOUNT and subscriptions from the top menu. The following screenshot is highlighting the path:

Figure 13.1: Account status

As you can see, free trial was still on with 24 days to go when I checked. The red circles show where you have to click to check it for yourself: ACCOUNT, subscriptions. Right next...