EIEIOTECHNOVATION
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EIEIO / DATA SCIENCE

Data Pre-processing and Automation

Course outline

3 days

Duration

3 days

Day 1/2: Data Pre-Processing

Installing MySQL and the Workbench

Server and client architecture

Normalization of Database

  • Normalization concept
  • Table Relationships

MYSQL Data Types

  • Text
  • Numbers
  • Time, Date and time
  • Booleans

Data Manipulation

  • Creating Database and Tables
  • Primary Key and auto increment
  • Forint key constrains
  • Table structure modification (Alter)
  • Insert data
  • Update data
  • Delete data
  • Exercises

Select statement

  • Simple select
  • Column and table aliases
  • Using Operators in select
  • Data filtering using “where”
  • Different Operators in “where”
  • Order By
  • Limiting Results
  • The distinct keyword
  • Aggregate Functions
  • Group By
  • Having
  • Table Join
  • Inner Joins
  • Left and Right Outer Joins
  • Cross join
  • Functions
  • Text Functions
  • Data and time Functions
  • Numeric function
  • Select into statement
  • Merge statement
  • Union statement
  • Sub queries
  • Exporting and Importing Data
  • Import data from Excel file to MYSQL database
  • Export Data from MYSQL into Excel file

Day 2/3: Automation

ETL Using Oracle Data Integrator

  • Installation
  • Exercise of ETL Data migration

ETL Using Microsoft SSIS

  • Installation
  • Exercise of ETL Data migration

Windows PowerShell for task Automation (Free built-in windows tool)

  • Introduction to PowerShell
  • Exercise for task automation.
  • Exercise ETL Data migration

Programme scope, delivery arrangements and suitability are confirmed during enquiry.