Book Image

Data Analytics Made Easy

By : Andrea De Mauro
4 (1)
Book Image

Data Analytics Made Easy

4 (1)
By: Andrea De Mauro

Overview of this book

Data Analytics Made Easy is an accessible beginner’s guide for anyone working with data. The book interweaves four key elements: Data visualizations and storytelling – Tired of people not listening to you and ignoring your results? Don’t worry; chapters 7 and 8 show you how to enhance your presentations and engage with your managers and co-workers. Learn to create focused content with a well-structured story behind it to captivate your audience. Automating your data workflows – Improve your productivity by automating your data analysis. This book introduces you to the open-source platform, KNIME Analytics Platform. You’ll see how to use this no-code and free-to-use software to create a KNIME workflow of your data processes just by clicking and dragging components. Machine learning – Data Analytics Made Easy describes popular machine learning approaches in a simplified and visual way before implementing these machine learning models using KNIME. You’ll not only be able to understand data scientists’ machine learning models; you’ll be able to challenge them and build your own. Creating interactive dashboards – Follow the book’s simple methodology to create professional-looking dashboards using Microsoft Power BI, giving users the capability to slice and dice data and drill down into the results.
Table of Contents (14 chapters)
10
And now?
12
Other Books You May Enjoy
13
Index

Index

Symbols

3D effects 298

A

accuracy 137

Accuracy 188

Advanced Analytics 4

aggregation function 76

Algorithm 117

Anaconda Individual Edition 346

download and installation link 346

Anaconda Navigator 346

anomaly detection 3

Application Programming Interfaces (APIs) 29

AppSource 235

Artificial General Intelligence (AGI) 118

Artificial Intelligence (AI) 117

Association Rules 126

Automated Machine Learning (AutoML) 355

example, with H2O.ai 356, 357, 358, 359

autonomous agents 4

Azure 234

B

background 298

Backward Elimination 147

Bagging 193

bar chart

histogram 286

horizontal bar chart 284

stacked bar chart 285

waterfall charts 286

bar charts

using, to convey size-related messages 283

best ad strategy

finding 121

Bootstrap Aggregation 193

business alerts 3

business analysts 9

Business Intelligence 4, 13

business questions

Evolution type...