Hands-On Data Science using SQL, Tableau, Python, and Spark

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Ben Sullins and Free the Data Academy

1:13:51

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01 - Introduction

01 - Welcome.mp4

00:52

02 - What you should know.mp4

00:43

03 - Getting started.mp4

00:26

02 - 1. Analyzing Employee Data with SQL

01 - Introduction and setup.mp4

01:13

02 - Employee data structure.mp4

04:17

03 - Querying employee data with SQL.mp4

09:52

03 - 2. Sales Dashboard in Tableau

01 - Tableau setup.mp4

01:00

02 - Exploring data visually in Tableau.mp4

11:50

03 - Building a dashboard.mp4

17:13

04 - 3. Sales Analysis in Python

01 - Setting up Python and Jupyter.mp4

00:58

02 - Working in pandas.mp4

03:45

03 - Aggregating data with pandas.mp4

03:14

04 - Creating data visualization in Python.mp4

03:31

05 - 4. Services Analysis in Spark

01 - Seting up Spark on Databricks.mp4

01:28

02 - Working with data in Spark.mp4

04:00

03 - Aggregating data in Spark.mp4

03:18

04 - Visualizing data in Spark.mp4

05:35

06 - Conclusion

01 - Summary and next steps.mp4

00:36

Description

Looking to expand your technical know-how on the world’s most widely used data science platforms? In this course, join instructor Ben Sullins of Free the Data Academy as he shows you how to build four distinct data science projects using SQL, Tableau, Python, and Spark. Get hands-on, professional practice analyzing employee data with SQL, building a sales dashboard in Tableau, conducting sales analysis in Python, and analyzing services in Spark. By the end of this course, you’ll be equipped with cutting-edge, highly sought-after skills to take your data science career to the next level.

Note: This course was created by Ben Sullins of Free the Data Academy. We are pleased to host this content in our library.

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Ben Sullins and Free the Data Academy

Instructor's Courses

I run Free the Data Academy which offers high-quality Data Skills training online. I've worked in data since the late 90's in nearly every role out there and in 2013 began sharing what I've learned through online courses. You can find my courses here on LinkedIn and on my own academy at FTDAcademy.com

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.