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TDWI Articles

Practical Data Science


Data Digest: Protect ML, AI for Fraud Prevention, Data Cataloging

Defending machine learning from attacks, tech support for the mortgage industry, and understanding data catalogs.

Data Stories: U.S. Religious Trends and Diversity

Data visualizations explore religious trends across the U.S. and illustrate diversity in religion and heritage.

Data Digest: Data Science Teams, Statistical Paradoxes, Unstructured Data

Choosing a data science team structure, paradoxes data scientists have to watch out for, and new methods for handling unstructured data.

A Framework for Putting Analytics into Action

A five-step framework helps you design reports and visualizations that use data to transform your business.

Data Digest: Advice for Developing, Managing, and Enhancing Machine Learning

Creating successful ML projects, how managers can support ML, and accelerating your machine learning projects.

Data Stories: Vaccinations, Lockdowns, and Hybrid Offices

These data visualizations show COVID-19 vaccinations in the U.S., the progress of the pandemic in the U.K., and employees’ expectations for returning to offices.

Data Digest: What AI Can and Can’t Do and the Value of Data Accuracy

Misunderstandings about AI’s intelligence, the role of human creativity in innovation, and the need for accurate, trusted data.

Executive Q&A: A Closer Look at Open Data Lake Analytics

An open data lake analytics approach will augment (and over time surpass) adoption of data warehousing given the significant long-term strategic benefits it provides to companies, Ahana's Dipti Borkar argues.

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