EIEIOTECHNOVATION
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EIEIO / DATA SCIENCE

SQL Analytics, Hive and Impala

Course outline

3 days

Duration

3 days

Module 1

  • Introduction to SQL Language
  • The Basics of SOL for analytics
  • Relational Databases and SOL
  • Basic Data Types of SQL
  • Reading Tables
  • Creating Tables
  • Updating Tables
  • Deleting Data and Tables
  • SQL and Analytics

Module 2

  • Assemble multiple tables and queries together into a dataset
  • Transform and clean data using SQL functions
  • Remove duplicate data using DISTINCT and DISTINCT ON
  • Assembling Data
  • Transforming Data
  • Aggregate Functions
  • Aggregate Functions with GROUP BY
  • The HAVING Clause
  • Using Aggregate to Clean Data and Examine Data Quality

Module 3

  • What is HNe and Impala
  • Similarities and differences between Hive and Impala
  • Data Types
  • Partitioning
  • Built-in Operators
  • Built-In Functions
  • Views and Indexes
  • HiveQL
  • Hive Shell
  • Impala Overview
  • Impala Architecture
  • Impala Shell
  • Impala Query Language
  • Exercises and Quizzes

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