Practical Data Analysis for Business
Learn and apply data analytics to make better decisions more efficiently.
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Getting started with Module 1
How do we collect data? Starting with Spreadsheets
Spreadsheets: Excel Data Types, Operations & References
Filters, Removing Duplicates & Text to Columns in Spreadsheets
Exercise: Vlookups
Charts & Pivot Tables
Brief
Submission - Project 1: Customer Data Report Dashboard
Hint (if you get stuck)
Brief
Submission - Project 2: Business Plan P&L Dashboard
Hint (if you get stuck)
Getting started with Module 2
Data Collecting, Databases and Data Storage
External data with API's
SQL & NOSQL Databases
Using Connectors to bring in data externally
Practical Exercise: Importing data with Zapier
What is a data warehouse?
Dimensions & Metrics
Common Keys Mapping
Common Keys Mapping Example
Getting Started with Google Data Studio
Filters & Calculated Metrics, Fields & Measures
Blending Data with BI Tools
Power BI Walkthrough
Tableau Walkthrough
Intro to SQL
Tables, Databases and Relations
Relational Database Management Systems
CRUD Operations
Data Types
Structured Query
Practical SQL Exercise
DROP
CREATE & INSERT
SELECT, COUNT & DISTINCT
GROUP BY, ORDER BY & SUM
UNION & UNION ALL
Subquery
JOIN, ON, BETWEEN and Comparisons
Linode - Understanding Databases - Ebook