Ethics

Developer

Clean Code Lesson 1 with Uncle Bob

“Coding Better World Together” is a set of master lessons from the famous Uncle Bob (Robert Cecil Martin), where he gives us a broad vision of the importance and future of Software in today’s society. In this first lesson, Uncle Bob demonstrates the need to write a clean code and establishes the bases to achieve […]

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Privacy Spark

Scaling Privacy in a Spark Ecosystem

Privacy has become one of the most important topics in data today. It has more than how do we ingest and consume data but the important factors about how you protect your customer’s rights while balancing the business need. In this video, Privacera CTO, Don Bosco Durai together with Northwestern Mutual to detail an important […]

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Data Ethics

Data Brew on Data Ethics

Here’s an interesting talk on ethics in data from the Data Brew podcast.

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Privacy-preserving machine learning assuages infosec fears
AI Ethics Privacy

Privacy-preserving machine learning assuages infosec fears

If you’re a regular visitor to this blog, then you know that the use of machine learning and AI technologies rapidly on the rise and has been for a while now. This growth mirrors the increasing use of cloud service environments to leverage mass-scale computing resources. Large cloud service providers offer ready-made machine learning and […]

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Privacy-preserving A.I. is the future of A.I.
Ethics Privacy TensorFlow

Privacy-preserving A.I. is the future of A.I.

The London “festival of A.I. and emerging technology” that takes place each June. This year, due to Covid-19, the event took place completely online. (For more about how CogX pulled that off, look here.) One of the sessions veered towards privacy. One of the most interesting sessions I tuned into was on privacy-preserving machine learning. […]

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AI Ethics

Privacy Preserving AI with Andrew Trask

Lex Fridman shared this lecture by Andrew Trask in January 2020, part of the MIT Deep Learning Lecture Series. OUTLINE: 0:00 – Introduction 0:54 – Privacy preserving AI talk overview 1:28 – Key question: Is it possible to answer questions using data we cannot see? 5:56 – Tool 1: remote execution 8:44 – Tool 2: […]

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AI Ethics

Algorithmic Fairness, Privacy, and Ethics in Machine Learning with Michael Kearns

Lex Fridman interviews Michael Kearns in the latest episode of his podcast. Michael Kearns is a professor at University of Pennsylvania and a co-author of the new book Ethical Algorithm that is the focus of much of our conversation, including algorithmic fairness, privacy, and ethics in general. But, that is just one of many fields […]

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AI Ethics

Machine Learning Interpretability Toolkit

Understanding what your AI models are doing is super important both from a functional as well as ethical aspects. In this episode we will discuss what it means to develop AI in a transparent way. Mehrnoosh introduces an awesome interpretability toolkit which enables you to use different state-of-the-art interpretability methods to explain your models decisions. […]

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Deep Fakes

Can Facebook And Google Detect And Stop Deepfakes?

Deepfakes have started to appear everywhere. From viral celebrity face-swaps to impersonations of political leaders – it can be hard to spot the difference between real and fake. Digital impressions are starting to have real financial repercussions. In the U.S., an audio deepfake of a CEO reportedly scammed one company out of $10 million. With […]

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