Cleaning and Preparing Data in Microsoft Azure

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Jared Rhodes

1:07:24

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1. Course Overview

1. Course Overview.mp4

01:15

2. Transforming Data into Usable Datasets

1. Intro.mp4

01:13

2. Data Structures.mp4

12:40

3. R Demo.mp4

05:22

4. Python Demo.mp4

05:45

5. Large Data Sets.mp4

07:17

6. SQL Data Sampling.mp4

03:03

7. Bad Data.mp4

08:58

8. Handling Bad Data.mp4

03:03

9. Review.mp4

00:41

3. Wrangling Data

1. Intro.mp4

00:33

2. Aggregation.mp4

05:51

3. Azure Notebooks Demo.mp4

03:05

4. Data Labeling.mp4

04:41

5. Multiple Data Sets.mp4

02:47

6. Review.mp4

01:10

Description

This course targets software developers and data scientists looking to understand the initial steps in a machine learning solution. The content will showcase methods and tools available using Microsoft Azure.

What You'll Learn?

No data science project of merit has ever started with great data ready to plug into an algorithm. In this course, Cleaning and Preparing Data in Microsoft Azure, you'll learn foundational knowledge of the steps required to utilize data in a machine learning project. First, you'll discover different types of data and languages. Next, you'll learn about managing large data sets and handling bad data. Finally, you'll explore how to utilize Azure Notebooks. When you're finished with this course, you'll have the skills and knowledge of preparing data needed for use in Microsoft Azure. Software required: Microsoft Azure.

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Microsoft Azure

Jared Rhodes

Instructor's Courses

Jared Rhodes has been working in technology for about 10 years. When he started his education, he didn't consider any of the aspects of software development. For his major, he studied physics. Once he graduated, the job market thought his skills were geared towards software development more than physics. His career started at a solar power installer. It was the same as most careers, fixing web pages and batch jobs. After that, he moved into insurance for a year writing a rating engine to give rates for insurance. Next, he moved into consulting for ~6 years doing everything from mobile, web, services, cloud, in-house, offshore, sales, etc. Now he can consult on projects independently and make videos for Pluralsight!

Pluralsight

View courses Pluralsight

Pluralsight, LLC is an American privately held online education company that offers a variety of video training courses for software developers, IT administrators, and creative professionals through its website. Founded in 2004 by Aaron Skonnard, Keith Brown, Fritz Onion, and Bill Williams, the company has its headquarters in Farmington, Utah. As of July 2018, it uses more than 1,400 subject-matter experts as authors, and offers more than 7,000 courses in its catalog. Since first moving its courses online in 2007, the company has expanded, developing a full enterprise platform, and adding skills assessment modules.