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When is data too clean to be useful for enterprise AI?

CIO

Once the province of the data warehouse team, data management has increasingly become a C-suite priority, with data quality seen as key for both customer experience and business performance. But along with siloed data and compliance concerns , poor data quality is holding back enterprise AI projects.

Data 211
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How to build a successful agile development culture – and why your business needs one

CIO

To keep pace with the growing complexity of software development, organizations have spent years working to implement agile practices into their developer experience. It enables teams to deliver value faster, with greater quality and predictability, and greater aptitude to respond to change.

Agile 148
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Book review: Accelerate

Henrik Warne

The book Accelerate details the findings of four years of research on how DevOps affects various outcomes, such as software delivery tempo and stability, as well as the organizations’ profitability and market share. Software Delivery Performance. Many aspects of software development are hard to measure.

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How real-time operational insights drive superior tech platform development

CIO

Software-as-a-Service (SaaS) and SaaS-based service solutions have emerged as powerful tools. As SaaS solutions gain greater market share, and build mindshare, operational know-how is becoming critical to both their development and evolution. One of the biggest issues for any development team is obtaining real and timely user feedback.

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Glass rethinks the smartphone camera through an old-school cinema lens

TechCrunch

Smartphone cameras have gotten quite good, but it’s getting harder and harder to improve them because we’ve pretty much reached the limit of what’s possible in the space of a cubic centimeter. It may not be obvious that cameras won’t get better, since we’ve seen such advances in recent generations of phones.

Film 246
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Interpreting predictive models with Skater: Unboxing model opacity

O'Reilly Media - Data

Data Scientist Cathy O’Neil has recently written an entire book filled with examples of poor interpretability as a dire warning of the potential social carnage from misunderstood models—e.g., There is also a trade off in balancing a model’s interpretability and its performance.

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The Good and the Bad of Apache Kafka Streaming Platform

Altexsoft

The number of possible applications tends to grow due to the rise of IoT , Big Data analytics , streaming media, smart manufacturing, predictive maintenance , and other data-intensive technologies. We say ‘xerox’ speaking of any photocopy, whether or not it was created by a machine from the Xerox corporation. Practically, nothing.