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AI, ML & Data Engineering Follow 995 Followers

How to Choose a Stream Processor for Your App

Posted by Miyuru Dayarathna Follow 0 Followers , Srinath Perera Follow 2 Followers on  Aug 21, 2018

In this article, authors discuss reference architecture of stream processor technologies and key features required by most streaming applications. 2

AI, ML & Data Engineering Follow 995 Followers

Analyzing and Preventing Unconscious Bias in Machine Learning

Posted by Srini Penchikala Follow 37 Followers on  Aug 14, 2018

This article is based on Rachel Thomas’s keynote presentation, “Analyzing & Preventing Unconscious Bias in Machine Learning” at QCon.ai 2018. Thomas talks about the risks of machine learning bias.

Development Follow 686 Followers

Key Takeaway Points and Lessons Learned from QCon New York 2018

Posted by Abel Avram Follow 11 Followers on  Aug 01, 2018

This year, at the seventh annual QCon New York, our second year in Time Square, we had in total 143 speakers across the 117 sessions, workshops, AMAs, Open Spaces and mini-workshops.

AI, ML & Data Engineering Follow 995 Followers

Understanding Software System Behaviour with ML and Time Series Data

Posted by Roland Meertens Follow 8 Followers on  Jul 26, 2018

David Andrzejewski presented "Understanding Software System Behavior with ML and Time Series Data". This article is a summary of his presentation and an overview on what to look out for.

AI, ML & Data Engineering Follow 995 Followers

Data Citizens: Why We All Care about Data Ethics

Posted by Caitlin McDonald Follow 0 Followers on  Jul 04, 2018

Data citizens are impacted by the models, methods, and algorithms created by data scientists, but they have limited agency to affect the tools which are acting on them.

AI, ML & Data Engineering Follow 995 Followers

Can People Trust the Automated Decisions Made by Algorithms?

Posted by Michael Veale Follow 0 Followers , Michael Stiefel Follow 6 Followers , Andrew Burt Follow 0 Followers , Rebecca Wiliams Follow 0 Followers on  Jun 21, 2018

The use of automated decision making is increasing. Algorithms can produce incomprehensible or socially undesirable results. Can we determine the safety of devices if we cannot understand them?

AI, ML & Data Engineering Follow 995 Followers

Democratizing Stream Processing with Apache Kafka and KSQL - Part 1

Posted by Michael Noll Follow 0 Followers on  Jun 15, 2018

In this article, author discusses the stream processing with KSQL, the streaming SQL engine for Apache Kafka. Topics covered include challenges of stateful stream processing & how KSQL addresses them. 1

AI, ML & Data Engineering Follow 995 Followers

Columnar Databases and Vectorization

Posted by Siddharth Teotia Follow 0 Followers on  May 27, 2018

In this article, author Siddharth Teotia discusses the Dremio database which is based on Apache Arrow with vectorization capabilities.

AI, ML & Data Engineering Follow 995 Followers

Back to the Future: Demystifying Hindsight Bias

Posted by Mayukh Bhaowal Follow 0 Followers on  May 09, 2018

Are you planning to use artificial intelligence to solve enterprise problems? There is growing confirmation that you will need to address hindsight bias (aka label leakage) issue with your input data.

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