Working with Data

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Chris Behrens

1:52:33

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1. Course Overview

1. Course Overview.mp4

01:12

2. Cleaning and Preprocessing Data

1. Course Outline.mp4

01:24

2. The Data Analysis Process.mp4

03:05

3. What Is Data Quality.mp4

05:00

4. Prerequisites for Course Demos.mp4

01:15

5. Demo - Cleaning up a Dataset.mp4

14:53

6. Module Summary.mp4

01:05

3. Manipulating and Transforming Data

1. Common Data Transformations.mp4

03:48

2. Demo - Data Transformation Examples.mp4

11:19

3. Transforming Data at Scale.mp4

03:26

4. Demo - Transforming Data with Spark.mp4

04:41

5. Module Summary.mp4

00:47

4. Analyzing and Visualizing Data

1. Statistical Data Analysis.mp4

03:41

2. Demo - Statistical Data Analysis Example.mp4

05:28

3. Data Visualization.mp4

02:49

4. Demo - Creating Data Visualizations.mp4

07:24

5. Exploratory Data Analysis.mp4

02:47

6. Demo - Exploratory Data Analysis Example.mp4

09:37

7. Module Summary.mp4

01:09

5. Interpreting Data

1. Data Interpretation Methods.mp4

06:43

2. Data-driven Decision Strategies.mp4

04:39

3. Demo - Cost-benefit Analysis Example.mp4

06:26

4. Common Pitfalls in Data Interpretation.mp4

04:23

5. Demo - Common Pitfalls in Data Interpretation.mp4

04:12

6. Module Summary.mp4

01:20

Description

This course introduces key concepts to proficiently work with data - data cleaning, preprocessing, manipulation, transformation, and core concepts of data visualization and interpretation. You'll also work through examples with a provided dataset.

What You'll Learn?

Data is everywhere, and every business and organization is trying to use it to their benefit. Knowing how to work with data is a skill that no business professional can afford to neglect.

In this course, Working with Data, you’ll gain the ability to interact with a dataset and start your data literacy journey.

First, you’ll explore data cleansing and preprocessing.

Next, you’ll discover transformations and visualizations.

Finally, you’ll learn how to interpret datasets for better decision making.

When you’re finished with this course, you’ll have the skills and knowledge of working with data needed to tackle your data analysis work.

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Data Science

Big Data

Chris Behrens

Instructor's Courses

Pluralsight

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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.