Books

Table of Contents

• Data Science

• Data Warehouse

• Deep Learning

• Google Analytics

• Microsoft Excel

• Power BI

• Structured Query Language (SQL)

Data Science

Notes

• Descriptive Statistics-Notes
• Hypothesis Testing-Notes
• Inferential Statistics-Notes
• Regression Analysis-Notes

Data Warehouse

• Kimball The-Data Warehouse Toolkit 3rd Edition

  This book is intended for data warehouse and business intelligence designers, implementers, and managers. In addition, business analysts and data stewards who are active participants in a DW/BI initiative will fi nd the content useful.

• Star Schema The Complete Reference - Christopher Adamson

  This book has been designed as a complete, in-depth reference for anyone who works with dimensional data—the star, the snowflake, or the cube.

Deep Learning

• An Introduction to Genetic Algorithms - by Melanie Mitchell

• Artificial Intelligence A Modern Approach, 4th US ed. - by Stuart Russell and Peter Norvig

Google Analytics

• Advanced Google Advanced Google Analytics - by Daragh Walsh

• Google Analytics for Google Analytics for Beginners - by Daragh Walsh

• The Beginner’s Guide to Google Analytics - Darren McManus

  The purpose of this eBook is to explain Google Analytics as clearly and simply as possible and to provide small and medium businesses with the information they need to make Google Analytics work for them.

Microsoft Excel

• Common Excel Windows Shortcuts

Power BI

• Brett Powell-Mastering Microsoft Power BI-Issue 2018

  This book is intended for business intelligence professionals responsible for either the development of Power BI solutions or the management and administration of a Power BI deployment.

• Microsoft-Introducing Power BI - by Alberto Ferrari and Marco Russo

• P3 Adaptive Cheat Codes

Rookie to Rockstar Series - Reza Rad

• Power BI Power BI Essentials Reza Rad Book-01
• Power BI Visualization_In Power BI Reza Rad Book-02
• Power BI Power Query and Data Transformation In Power BI Reza Rad Book-03
• Power BI Modeling and DAX Reza Rad Book-04

Structured Query Language (SQL)

• SQL Cheatsheet (Oracle+Master)