An Introduction to Data Science for Technology Leaders

Leverage machine learning capabilities to fulfill your organization’s mission statement.

Photo by Dana Tentis from Pexels

Increasingly, Data Science is recognized as a key capability for capitalizing on data as a strategic resource. In this article, we outline how leaders in Data Management and Information Technology can use Data Science and Machine Learning to open the door to new opportunities.

Data Science can unlock complex patterns in large datasets, including text and images. Organizations can use tools based in Machine Learning to revolutionize operations, ways of working, and interactions with customers and constituents.

Here, we demystify Data Science so that decision makers can clearly understand how to leverage this field to meet their needs.

Contents:

• Getting Started
• The Data Science Team
• Considerations
• Statistical Techniques
• Natural Language Processing
• Computer Vision
• Summary

Getting Started

When an organization begins thinking about data as a strategic asset, it gains the capability to experiment, to…