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TDWI Articles


Synthetic Data: The Diamonds of Machine Learning

Refined and labeled data is imperative for advances in AI. When your supply of good data does not match your demand, look to synthetic data to fill the gap.

Artificial Intelligence and the Data Quality Conundrum

Garbage training data in, garbage model out. Here are four things to address to solve data quality problems.

Data Digest: Enterprise Structure for ML, Data Organization, and Data Stewardship

Building a great machine learning team, removing data silos, and managing the structure of data governance organizations.

Data Stories: Data Privacy Regulations, Online Fraud, and Privacy Policies

These articles explain current data regulations, trends in online fraud, and the challenging state of privacy policies.

Can Yang Solve the Dilemma of Data Surveillance?

Andrew Yang's policy of "Data as a Property Right" and increased privacy protections is a worthy effort for a politician but misses the mark on many fronts.

Strategy and Your IT Archetype

IT leaders who put strategy into practice make an IT organization indispensable.

Data Digest: Data Trends and Transformation

Recent data trends to understand, how to manage digital transformation, and upcoming analytics trends to watch for.

Don’t Start with Data: 3 Tips for Implementing AI Analytics

Focusing on business outcomes, aligning teams, and achieving quick wins can help your AI analytics program succeed.

How Process Mining Can Aid Your Digital Transformation

New data sources and the spread of real-time data analysis are leading to increased interest in optimizing human and electronic processes.

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