Written by Jamal Ayton-Brown We’re proposing an AI safety technique called iterated amplification that lets us specify complicated behaviors and goals that are beyond human scale, by demonstrating how to decompose a task into simpler sub-tasks, rather than by providing labeled data or a reward function. Although this idea is in its very early stages and we have only completed
Written by Jamal Ayton-Brown There are plenty of Big Data tools in the market. We have handpicked the best tools that big data professionals are using in 2018. Big data has been a game changer for organisations across industries and revenue size. Big data helps companies to process data of great complexity and size at a speed and accuracy
Written by Jamal Ayton-Brown As the science fiction novelist William Gibson famously observed: “The future is already here – it’s just not very evenly distributed.” I wish people would pay more attention to that adage whenever the subject of artificial intelligence (AI) comes up. Public discourse about it invariably focuses on the threat (or promise, depending on your point
Written by Jamal Ayton-Brown Shutterstock How do you think data science will change over the next 10 years?originally appeared on Quora: the place to gain and share knowledge, empowering people to learn from others and better understand the world. Answer by Eric Mayefsky, Head of Data Science at Quora, on Quora: There are many aspects to data science and being a data scientist that
Written by Jamal Ayton-Brown WHAT IS DEEP LEARNING? Deep learning is a subset of machine learning, which itself falls within the field of artificial intelligence. WHAT IS THE DIFFERENCE BETWEEN DEEP LEARNING, MACHINE LEARNING AND AI? Artificial intelligence is the study of how to build machines capable of carrying out tasks that would typically require human intelligence. That rather
Written by Jamal Ayton-Brown Machine learning uses patterns in data to label things. Sounds magical? The core concepts are actually embarrassingly simple. I say “embarrassingly” because if someone made you think it’s mystical, they should be embarrassed. Here, let me fix that for you. The core concepts are embarrassingly simple. Our thing-labeling example will involve classifying wine as yummy or not-so-yummy
Written by Stefan Malcolm A patent suit between IBM and Groupon that has been underway for over two years has finally been settled. Today, the two companies announced that Groupon will pay IBM $57 million both to settle infringement claims as well as to license e-commerce patents from IBM in the future. On IBM’s side, the company said it
Written by Stefan Malcolm For the start-up investor Rocket Internet, a good half year comes to an end.The holdings of CEO Oliver Samwer, however, postpone their prospects for profits. The IPOs from the portfolio are still worthwhile for Oliver Samwer. His company Rocket Internet wrote a profit of 297 million euros in the first half of 2018. Samwer invests in start-ups and wants to
Written by Jamal Ayton-Brown The aim of this article is to make it a bit clearer what it takes to become a data scientist in 2018. To shed light on this growing field, we at 365 Data Science conducted a research on the topic at the end of 2017. The study consisted in gathering data from 1,001 LinkedIn resumes of people
Written by Jamal Ayton-Brown Together with social, mobile and cloud, analytics and associated data technologies have emerged as core business disruptors in the digital age. As companies began the shift from being data-generating to data-powered organizations in 2017, data and analytics became the center of gravity for many enterprises. In 2018, these technologies need to start delivering value. Here
