Introduction to Analytics Engineering

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Amataverna Lee

56:52

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01 - Introduction

01 - What is analytics engineering.mp4

00:42

02 - Prerequisites for the course.mp4

00:36

02 - 1. Why Analytics Engineering

01 - How the field of data has changed in the last couple of years.mp4

02:39

02 - How did analytics engineering come to be.mp4

02:41

03 - Where do analytics engineers come from.mp4

02:39

04 - What skills are needed for analytics engineering.mp4

02:49

03 - 2. Data Modeling

01 - What is data modeling.mp4

04:03

02 - Cloud data warehouses Snowflake.mp4

04:54

03 - Data pipeline tools DBT.mp4

06:35

04 - Business intelligence (BI) tools Looker.mp4

05:23

05 - Challenge Build a simple data model.mp4

00:40

06 - Solution Build a simple data model.mp4

02:25

04 - 3. Software Engineering Best Practices

01 - Using Git.mp4

03:15

02 - Version control and testing.mp4

03:51

03 - Challenge Add a pull request.mp4

00:38

04 - Solution Add a pull request.mp4

02:39

05 - 4. Documentation and Communication

01 - Writing documentation.mp4

03:48

02 - Communicating with the business team.mp4

03:25

03 - Challenge Writing documentation.mp4

00:36

04 - Solution Writing documentation.mp4

01:51

06 - Conclusion

01 - Wrap up and consider the analytics engineer role.mp4

00:43

Description

Analytics engineering is a relatively new role in the field of data. If you are looking to begin a career as an analytics engineer or hire for an analytics engineering position in your company, this course can give you the information you need to get started. Instructor and analytics engineer Amataverna Lee guides you through what analytics engineering is, why it matters, and which roles can transition most easily into analytics engineering. She explains data modeling, cloud data warehouses, data pipeline tools, and business intelligence tools. Amataverna goes over several software engineering best practices. Plus, she shows you how documentation and communication are important in analytics engineering roles.

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Data Science

Big Data

Amataverna Lee

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Linkedin Learning

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LinkedIn Learning is an American online learning provider. It provides video courses taught by industry experts in software, creative, and business skills. It is a subsidiary of LinkedIn. All the courses on LinkedIn fall into four categories: Business, Creative, Technology and Certifications. It was founded in 1995 by Lynda Weinman as Lynda.com before being acquired by LinkedIn in 2015. Microsoft acquired LinkedIn in December 2016.