Course curriculum

  • 01
    SQL Overview
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    • Relational databases
    • Data Manipulation with SQL
    • Data Definition with SQL: Part I
    • Data Definition with SQL: Part II
    • file: Data Definition with SQL.sql
    • file: snp500-financials.csv
    • SQL variants FREE PREVIEW
    • SQL Server Installation
    • SQL Server Data Types
    • SQL Overview Quiz
  • 02
    Statistics with SQL
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    • Create Table and Load Data
    • file: Create Table and Load Data.sql
    • file: snp500-company-by-sector.csv
    • Count, Min, Max, Top, and Distinct
    • file: COUNT, MIN, MAX, TOP, and DISTINCT.sql
    • Statistical Functions in SQL
    • file: Statistical Functions in SQL.sql
    • Statistics with SQL Quiz
  • 03
    Data Preparation with SQL
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    • Filtering Data
    • file: Filtering Data.sql
    • Subqueries
    • file: Subqueries.sql
    • Combining Tables: Part I
    • file: Combining Tables - Part I.sql
    • Combining Tables: Part II
    • file: Combining Tables - Part II.sql
    • Creating a View
    • file: Creating a View.sql
    • Grouping and Ordering
    • file: Grouping and Ordering.sql
    • Partitioning
    • file: Partitioning
    • Date and Time: Part I FREE PREVIEW
    • file: Date and Time - Part I.sql
    • Date and Time: Part II FREE PREVIEW
    • file: Date and Time - Part II.sql
    • Data Preparation with SQL Quiz
  • 04
    Programming with SQL
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    • Mathematical Functions
    • file: Variables.sql
    • Variables
    • file: Mathematical Functions.sql
    • Conditional Logic
    • file: Conditional Logic.sql
    • Loops
    • file: Loops.sql
    • Custom Functions
    • file: Custom Functions.sql
    • Programming with SQL Quiz
  • 05
    Connecting Data Analytics Software
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    • Exporting Data
    • Connecting Excel with GUI
    • Connecting Excel with VBA
    • file: Connecting-Excel-with-VBA.xlsm
    • Connecting IBM SPSS Statistics
    • Connecting R
    • file: Connecting-R.r
    • Connecting Python
    • file:
    • Connecting Data Analytics Software Quiz
  • 06
    SCANBA Certificate
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    • How to apply for the SCANBA Certificate

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Why should I take it?

Did you know that the way you learn new things matters the most? The Internet is full of scattered information. There might be even books and courses on the topic you’re interested in. But by picking the wrong book or an ineffective course, you’re at risk of wasting your time, money, and most importantly, falling behind your potential competitors.

This course was created by experts from the Scandinavian Institute of Business Analytics, experts who know what matters and how to teach. 

With this course, you’ll learn exactly what skills matter when using SQL for data analysis. You will learn how to use the top-notch technologies available in Microsoft SQL Server, the math behind the statistical functions, how to write your custom functions effectively, transform the data, and connect it with analytics software. 

Upon completion, you’ll have the core SQL skills that data scientists need. Your SCANBA certificate will prove it to others.