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TDWI Articles

Practical Data Science


Thinking Beyond the Database: Continuous Intelligence

The speed and volume of modern data demands continuous intelligence to create business impact.

Data Digest: Predictive Analytics, Data Science, and Governance Adapting to Current Needs

The reality of the COVID-19 pandemic is bringing changes to many aspects of analytics and data management.

Tackling Bias and Explainability in Automated Machine Learning

Automated machine learning is likely to introduce two critical problems. Fortunately, vendors are introducing tools to tackle both of them.

Data Stories: Modeling Physics and Tracking Motion

Simulate gravity in a data visualization, play with pendulum motion, and learn about visualizing real-world motion in real time.

Case Study: Tracking Human Mobility with Mobile Data Amid COVID-19 Lockdown

Did Parisians change their behavior when social distancing regulations were implemented? Here's how one organization conducted detailed research using data on human mobility to check the accuracy of anecdotal news media reports.

Sorting Out AI Job Titles, Skills, and Career Paths

Looking for a job in artificial intelligence? AI job titles vary wildly, which complicates job searches. Dr. Feiyu Xu, global head of artificial intelligence for SAP Cloud Platform, helps decode AI job titles and explains what skills each position needs.

Data Digest: AutoML, MLOps, and Algorithm Choice

Learn about the state of AutoML, the basics of MLOps, and finding the right data science algorithm.

Data Digest: Collaboration, Probable Answers, and Ethics for Data Science

How data scientists can work with data engineers, why data science doesn’t provide hard answers, and establishing ethical guidelines.

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