November 28, 2017
Artificial Intelligence Pharma - Drug Side-effect

Challenge Although the safety of drugs is tested during clinical trials, many adverse drug reactions (ADR) may only be revealed under certain circumstances, for instance: long-term use, when used in conjunction with other drugs or by people excluded from trials, such as children or pregnant women. Nowadays consumers often report their experiences with ADR on […]

November 28, 2017
8 Machine Learning Terms every manager should know

Getting started with AI? Perhaps you’ve already got your feet wet in the world of Machine Learning, but still looking to expand your knowledge and cover the subjects you’ve heard of but didn’t quite have time to cover? This Machine Learning Glossary aims to briefly introduce the most important Machine Learning terms - both for […]

November 24, 2017
Customer Clustering using Artificial Intelligence

Challenge Well-defined audience segments are essential for a marketing strategy success. Incorrect targeting can make the campaign ineffective in acquiring customers. Traditional campaign design methods often fail to reach potential purchasers, and are too generic. Solution Fortunately, due to modern AI techniques we are able to create highly-effective, personalized campaigns. As a first step we […]

November 3, 2017
Machine Learning in Business - Free up 3 Hours per Day

🏃🏼 We work best when we're stimulated by a challenge: that's why tedious day to day data entry can be so discouraging and dull. Here at Sigmoidal, we started thinking about ways we could automate away tedious data workflows, allowing us to spend our energy and time focusing on the work that really matters. Automation […]

November 3, 2017
AI Advertising & RTB - How AI Knows Your Shoe Size

Online shoppers are undoubtedly familiar with the pattern: they’re browsing for the perfect pair of running shoes only to have numerous running shoe brands follow them around the rest of the Internet as they browse news sites and social networks. They suddenly see ads for local races and foot deodorizers, too. What they likely don’t […]

November 3, 2017
Object Detection Deep Learning

Since 2012 when AlexNet appeared and broke almost all the records in image classification contests, the landscape of a Computer Vision (CV) community has completely changed. There has been an exponential growth in the number of Computer Vision solutions based on convolutional neural networks (CNNs) in the past five years, and this trend seems to […]

November 3, 2017
Machine Learning for Trading - Topic Overview

Artificial Intelligence (AI) and Machine Learning (ML) are quietly revolutionizing nearly all areas of our lives. Did you know, that the Machine Learning for trading is getting more and more important? You might be surprised to learn that Machine Learning hedge funds already significantly outperform generalized hedge funds, as well as traditional quant funds, according […]

November 3, 2017
Docker Swarm - how and when to use it?

In this post I'm going to analyze the role of Docker in each stage of the application lifecycle and try to highlight cases when you should consider moving to Swarm. It's not an introductory tutorial, but I'll create one in the future. Development with Docker Docker really made my life much easier. Let's just say, […]

November 3, 2017
Docker Deep Learning - GPU-accelerated Keras

Machine Learning consulting companies should also be adept at software engineering, right? In this post, I'll show you how to prepare a Docker container able to run an already trained Neural Network (NN). It can be helpful if you want to redistribute your work to multiple machines or send it to a client, along with […]

November 3, 2017
How does AlphaGo work? Power of Reinforcement Learning

In October 2015, AlphaGo, an AI-powered system, beat Mr. Fan Hui, the reigning 3-times European Champion of the complex boardgame Go, by 5 points to 0. It was the first time an AI conquered a human in such a sophisticated game. The game of Go Go is an abstract strategy board game for two players […]

October 16, 2017
AI in Finance: new applications for high ROI in 2020

Artificial intelligence (AI) in finance is taking the industry by storm. According to the 2020 Business Insider Intelligence report, 75% of respondents at banks with over $100 billion in assets say they’re currently implementing AI strategies, compared with 46% at banks with less than $100 billion in assets. The size of the cost savings opportunity […]

October 10, 2017
Deep Learning chatbot - analysis and implementation

If you have a business with a heavy customer service demand, and you want to make your process more efficient, it's time to think about introducing chatbots. In this blog post, we'll cover some standard methods for implementing chatbots that can be used by any B2C business. Introduction Any business oriented towards creating a top […]

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