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LinkedIn Learning

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

via LinkedIn Learning

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Overview

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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

Reviews

4.7 rating at LinkedIn Learning based on 239 ratings

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