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TDWI Articles

Practical Data Science


Why Synthetic Data Could Be the Ultimate AI Disruptor

Synthetic data -- computer-generated data that mimics real-world phenomena -- is disrupting traditional data-to-insight pipelines, allowing organizations of all scales to test, tune, and optimize revolutionary AI models.

Data Stories: Gender in Government, Drawing Districts, Types of Voting

Data visualizations are often used to present a large amount of information in a way that’s clear to the viewer. These visualizations explore the gender balance in the U.S. House of Representatives, how creating voting districts can swing elections, and the effect of ranked choice voting.

Data Digest: Trends and Hiring in Data Science

How the role is changing, current salary trends, and which companies hire the most data scientists.

CEO Perspective: The Move to Smart Data Discovery

Identifying relationships within your data can give you the insights you need to improve decision making and enable regulatory compliance. Io-Tahoe’s CEO, Oksana Sokolovsky, explains why.

Data Digest: Applications for Retail, Utilities, and Manufacturing

The use of data science, predictive analytics, and machine learning is growing across industries.

Data Stories: Map Projections, City Streets, and Mapping Time

Visualization and analysis tools give us new ways of looking at how space is represented.

Data Digest: Model Accuracy and Energy Use

Why the accuracy of data and machine learning models might be in the eye of the beholder and the carbon costs of AI model training.

Data Digest: Automation in Data Science and Machine Learning

How automation is helping data scientists, how users can understand automated machine learning, and how growth in machine learning and AI is changing business.

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