Hands-On Data Science: 1 Analyzing Employee Data with SQL

Offered By: LinkedIn Learning

Tags

Data Science Courses Data Analysis Courses SQL Courses

Course Description

Overview

Get practical, hands-on data science experience using SQL, Tableau, Python, and Spark.

Syllabus

Introduction

Welcome
What you should know
Getting started

1. Analyzing Employee Data with SQL

Introduction and setup
Employee data structure
Querying employee data with SQL

2. Sales Dashboard in Tableau

Tableau setup
Exploring data visually in Tableau
Building a dashboard

3. Sales Analysis in Python

Setting up Python and Jupyter
Working in pandas
Aggregating data with pandas
Creating data visualization in Python

4. Services Analysis in Spark

Seting up Spark on Databricks
Working with data in Spark
Aggregating data in Spark
Visualizing data in Spark

Conclusion

Summary and next steps

Taught by

Ben Sullins and Free the Data Academy

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