My free book Bayesuvius now has 39 chapters. I had been postponing writing the chapters on Pearl causality until now, because I consider them to be the most important chapters in the whole book, and I wanted to nail them, to the best of my limited abilities. Well, I finally bit the bullet and wrote them. Please check them out, and send me feedback. I would especially like your opinion on  the chapters…

Here is our selection of featured articles and resources posted since Monday:

Announcement

• Customized data science workstations equipped with NVIDIA Rapids

Technical

• Using AI to Super Compress Images…

This article was written on Graymatter. 

Let start at the beginning; back in the 50’s we dreamt about robots making our tea (AI) and what we could do with our spare time, fuelled by the space race and science fiction it was a heady dream. Until that is the 80’s, where we started to ‘teach’ machines simple tasks (Machine Learning), the more times a machine completed a task the more it learnt and improved. We’ve now reached Deep Learning, where through the improvement of…

This article was written by Dr. Matt Turek.  

Dramatic success in machine learning has led to a torrent of Artificial Intelligence (AI) applications. Continued advances promise to produce autonomous systems that will perceive, learn, decide, and act on their own. However, the effectiveness of these systems is limited by the…

Many organizations have started adopting artificial intelligence (AI) and machine learning (ML) solutions, yet the C-level executives are neither data scientists nor AI experts.

AI is not a new concept. However, it is only in the last decade the technology has managed to make advancements worldwide. In the present day, we’re able to speak to our mobile devices and it responds, when we’re trying to book an Uber we receive multiple options with the price updates, or even when we’re…

Mohammed Bin Zayed University of Artificial Intelligence (MBZUAI), the world’s first university dedicated to artificial intelligence (AI) launched in October 2019 paves a new era of technological advancements in the UAE.

UAE’s Minister of State Sultan Ahmed Al Jaber says, “The Mohamed bin Zayed University of Artificial Intelligence (MBZUAI) is an open invitation from Abu Dhabi to the world to unleash AI’s full potential.”

Precisely, State Sultan Ahmed Al Jaber happens…

Rising gas levels are solidly dangerous, impacting our lives at huge stakes. Even the slightest spark would ignite the premises and would cost a fortune to the industries.

Well, the Internet of Things is one of a kind technology that has the capabilities of potentializing the assets to their optimal performances. In the case of…

Currently, the world is relishing the perks provided by mobile app technology. Within a decade, this tech successfully established a strong foothold on the entire market and is continuously moving towards achieving better opportunities. Today in this blog we would be learning more about the popular choices for cross-platform mobile app development-…

My name is Kurt Cagle. I am the new Community Editor for Data Science Central, or DSC as it is known by its fans.

I'm one of those fans. Twelve years ago, Vincent Granville and Tim Matteson created a new site devoted to a passion they had: Data Science. In 2012, the term data science, and the practitioners, data scientists, were just beginning…

Monday newsletter published by Data Science Central. Previous editions can be found here. The contribution flagged with a + is our selection for the picture of the week. To subscribe, follow this link.  

Announcements…

With more and more people getting conversant in analytics, its demand in every field becoming more pronounced. Product is no different. It is almost inevitable to introduce analytics in some format or other in the products you own. However, before you open the gates to this world of magic, there are three questions you should try answering.…

It has become evident that developments in analytics are creating new occupations. There has been much discussion about where new jobs will come from with many existing ones being made redundant because of the 4^th Industrial Revolution – i.e. the impact of artificial intelligence and robotics. Analytics is bucking this trend.

Some of new occupations in analytics include data prospectors and data harvesters. Data prospectors, like gold prospectors, are responsible…

Free book - Artificial Intelligence: Foundations of Computational Agents

There are many excellent free books on Python – but Artificial Intelligence: Foundations of Computational Agents is about  a subject not commonly covered

I found the book useful as a introduction to Reinforcement Learning

As the title…

SQL (or the stored procedure) can handle most of the database computations. If the computations are complex or hard to deal in SQL, we use another programming language to read data out of the database to manipulate it. Such a programming language handles the data read and manipulation with a simple script. So we call the process the post-SQL scripting.

The scenarios that SQL is not good at handling include complex set-based operations, order-based operations,…