prediction


A Beginner's Guide to Deep Reinforcement Learning (for Java and Scala) - Deeplearning4j: Open-source, Distributed Deep Learning for the JVM

#artificialintelligence

While neural networks are responsible for recent breakthroughs in problems like computer vision, machine translation and time series prediction – they can also combine with reinforcement learning algorithms to create something astounding like AlphaGo. Reinforcement learning refers to goal-oriented ...


Top 10 Machine Learning Algorithms for Beginners

#artificialintelligence

The study of ML algorithms has gained immense traction post the Harvard Business Review article terming a 'Data Scientist' as the 'Sexiest job of the 21st century'. So, for those starting out in the field of ML, we decided to do a reboot of our immensely popular Gold blog The 10 Algorithms Machine L...


Ask a Data Scientist: What's Machine Learning?

#artificialintelligence

For as popular as the term "machine learning" has come to be, it's surprising to me how often it's equated to robots taking over the world. Phrases like "neural nets" and "deep learning" tap into our sense of fantasy, but when we jump from new tech to robot takeover, we miss the beauty and power of...


Chemists harness artificial intelligence to predict the future (of chemical reactions)

#artificialintelligence

To manufacture medicines, chemists must find the right combinations of chemicals to make the necessary chemical structures. This is more complicated than it sounds, as typical chemical reactions employ several different components, and each chemical involved in a reaction adds another dimension to t...


Machine learning triumphs in tough cross coupling challenge

#artificialintelligence

The yields of tricky cross coupling reactions can now be accurately predicted by a computer program that taught itself how to tackle this tough problem. Key to the algorithm's expertise is the data it trained on from thousands of small scale reactions. 'The big goal, which this is a small step towar...


Eight Predictions For How AI Will Find Use In Marketing In 2018

#artificialintelligence

In 2018, AI (Artificial Intelligence) will be at the forefront of major developments in marketing. As this emerging technology becomes more available to marketing professionals, here are a few capabilities adopters can expect over the months to come. The digital footprint we all leave as we go thro...



The Seven Deadly Sins Of AI Predictions

#artificialintelligence

Mistaken extrapolations, limited imagination, and other common mistakes that distract us from thinking more productively about the future. We are surrounded by hysteria about the future of artificial intelligence and robotics--hysteria about how powerful they will become, how quickly, and what they...


Improving Healthcare with Industrial Machine Learning

#artificialintelligence

While many organizations wrestle with this dilemma, the challenge is especially felt in healthcare. The industry has intense volumes and varieties of data coming from multiple sources, including electronic health records, digital scans, genomic data, wearables and smartphone apps. The goal is to fi...


9 Ways AI Will Reshape Recruiting (and How You Can Prepare)

#artificialintelligence

Artificial intelligence, machine learning and deep learning have dominated the headlines in recent years and are steadily being woven into our daily lives. With robots having already transformed several industries, the question on everybody's mind today is: how will AI affect me and my job? In the ...