• Post category:StudyBullet-5
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What you will learn

Write programs in SQL (custom function, loops, and more)

Understand math behind SQL statistical functions

SQL commands needed for advanced data analysis

Ways for importing data with T-SQL

Connection codes for R, Python, Excel VBA and IBM SPSS

Key features of Microsoft SQL Server Management Studio

Description


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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.

English
language

Content

Introduction

Introduction

SQL Overview

Relational databases
Data Manipulation with SQL
Data Definition with SQL: Part I
Data Definition with SQL: Part II
SQL Variants
SQL Server Installation
SQL Server Data Types
SQL Overview Quiz

Statistics with SQL

Create Table and Load Data
Count, Min, Max, Top, and Distinct
Statistical Functions in SQL
Statistics with SQL Quiz

Data Preparation with SQL

Filtering Data
Subqueries
Combining Tables: Part I
Combining Tables: Part II
Creating a View
Grouping and Ordering
Partitioning
Date and Time: Part I
Date and Time: Part II
Data Preparation with SQL Quiz

Programming with SQL

Mathematical Functions
Variables
Conditional Logic
Loops
Custom Functions
Programming with SQL Quiz

Connecting Data Analytics Software

Exporting Data
Connecting Excel with GUI
Connecting Excel with VBA
Connecting IBM SPSS Statistics
Connecting R
Connecting Python

SCANBA Certificate

Bonus Lecture: How to Apply for a SCANBA Certificate