You're reading from The Art of Data-Driven Business Transform your organization into a data-driven one with the power of Python machine learning

Product type Paperback

Published in Dec 2022

Publisher Packt

ISBN-13 9781804611036

Length 314 pages

Edition 1st Edition

Languages

Python

Tools

Seaborn

Concepts

Data Science

Author (1):

Alan Bernardo Palacio

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Table of Contents (17) Chapters

Preface

1. Part 1: Data Analytics and Forecasting with Python

2. Chapter 1: Analyzing and Visualizing Data with Python FREE CHAPTER

3. Chapter 2: Using Machine Learning in Business Operations

4. Part 2: Market and Customer Insights

5. Chapter 3: Finding Business Opportunities with Market Insights

6. Chapter 4: Understanding Customer Preferences with Conjoint Analysis

7. Chapter 5: Selecting the Optimal Price with Price Demand Elasticity

8. Chapter 6: Product Recommendation

9. Part 3: Operation and Pricing Optimization

10. Chapter 7: Predicting Customer Churn

11. Chapter 8: Grouping Users with Customer Segmentation

12. Chapter 9: Using Historical Markdown Data to Predict Sales

13. Chapter 10: Web Analytics Optimization

14. Chapter 11: Creating a Data-Driven Culture in Business

15. Index

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Starting to work with data

Starting the journey to become a data leader requires improving your skill set to incorporate certain capabilities that allow you to not only understand descriptive visualizations, basic statistical concepts, as well as tech and data concepts but also create the skills to lead teams and understand business requirements.

This section consists of answers that our data leaders gave when asked about which skills and capabilities were required to become successful data leaders.

Julio Rodriguez Martino

How did you get into data science and engineering?

I have a degree in science, and I focused my scientific career on experimental physics. Having experience in data analysis, statistics, and problem-solving made data science a natural choice when moving to the industry.