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TDWI Articles

Data Digest: Jupyter Origin Story and ML Applications in Health and Science

How the Jupyter project got started, using machine learning for heart health, and finding new insights for battery charging with ML.

CFOs Look to Automation and Data Analytics for Digital Transformation, Survey Finds

Leaders of financial departments express enthusiasm for AI, ML, and other technologies but implementation faces some hurdles.

Data Digest: Machine Learning and Automation, Robotics, and Operations

Applications of AutoML, using ML to train robots, and deploying machine learning faster.

How the COVID-19 Pandemic is Accelerating the Need for Model Monitoring

Data models that predate the pandemic may not reflect today's business environment. It's time to give models a checkup to make sure they reflect current conditions.

Governance Is About Trust, Not Just Regulatory Adherence

Improve governance and trust in the data with data catalogs, glossaries, and metadata repositories.

Data Digest: Future-Ready Machine Learning, AI in Marketing, ML in Advertising

How to help your machine learning be ready for change, use AI for marketing, and use reinforcement learning to choose better ads.

Data Digest: Explaining, Streamlining, and Selecting Machine Learning Models

The benefits of understandable machine learning, using factor analysis to evaluate variables, and when to avoid deep learning.

No More Wasted Data: Why More Companies Are Turning Data Into Action

Many corporations collect data but don't end up using it to inform business decisions. This has started to shift.

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