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TDWI Upside - Where Data Means Business

Data Quality


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: Data Stewardship, Governance, and Management

Who your data stewards are, using catalogs for data governance, and managing cloud and on-premises data together.

Let Them Eat Clean: Chatbots and Quality Data

Help your chatbot grow with a healthy data diet.

AI and BI Projects Are Bogged Down With Data Preparation Tasks

We offer four best practices that will help you do data prep the right (and efficient) way.

What Spreadsheets Can Teach Us About Analytics

With the current explosion of analytics, the data management lessons we didn't learn with spreadsheets have returned with a vengeance. Help is at hand.

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: Future Data Scientists, Data Prep Problems, Data Science Hazards

One opinion on how data science jobs will change, a survey on current data preparation challenges, and three deadly sins to avoid in your data science practice.

Free Up Your Data Science Team with Augmented Data Management

To alleviate the drudgery of data preparation for your data science team, look for solution providers that are augmenting their data management platforms by using artificial intelligence, machine learning, and advanced analytics.

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