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Applying data science: how to create value with artificial intelligence
This book offers practical guidelines on creating value from the application of data science based on selected artificial intelligence methods.
Contents
Part 1
Data Science Based on Artificial Intelligence
Artificial Intelligence-Based Data Science Solutions
Business Problems Dependent on Data
Integrate and Conquer
The Lost-in-Translation Trap
Part 2
The AI-Based Data Science Workflow
Problem Knowledge Acquisition
Data Preparation
Data Analysis
Model Development
The Model Deployment Life Cycle
Part 3
Infrastructure
People
Applications of AI-Based Data Science in Manufacturing
Applications of AI-Based Data Science in Business
How to Operate AI-Based Data Science in a Business
How to Become an Effective Data S
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