If you are participating in the Academia Datathon 2018, or just wanna be a crypto superhero forecasting cryptocurrency prices, this article was made just for you! It is a quick reference to tons of materials to get you started on the topic.
In this article, you will gain an understanding of the mechanics of this tool by using it to solve a general numerical problem, quite outside of what machine learning usually involves, before introducing its uses in deep learning with a simple neural network implementation.
In this tutorial, I’ll introduce you to the key concepts and algorithms behind deep learning, beginning with the simplest unit of composition and building to the concepts of machine learning in Java.
In this TensorFlow tutorial, you will learn how you can use simple yet powerful machine learning methods in TensorFlow and how you can use some of its auxiliary libraries to debug, visualize, and tweak the models created with it.
The article will walk you through the example process of building a news relevance analyzer. Imagine you have a stock portfolio, and you would like an app to automatically crawl through popular news websites and identify articles that are relevant to your portfolio. For example, if your stock portfolio includes companies like Microsoft, BlackStone, and Luxottica, you would want to see articles that mention these three companies.
Over the past few years, there has been a terrific buzz around Artificial Intelligence (AI). Major companies like Google, Apple, and Microsoft are actively working on the topic. In fact, AI is an umbrella that covers lots of goals, approaches, tools, and applications. Genetic Algorithms (GA) is just one of the tools for intelligent searching through many possible solutions. GA is powerful and broadly applicable for complex problems. Genetic algorithms are efficient algorithms whose solution is approximately optimal. The well-known applications include scheduling, transportation, routing, group technologies, layout design, neural network training, and many others.
Whether you’re a businessman trying to catch up to the times or a coding prodigy looking for their next project, this tutorial will give you a brief overview of what big data is. You will learn how it’s applicable to you, and how you can get started quickly through the Twitter API and Python.
As you may know, the Foreign Exchange (Forex) market is used for trading between currency pairs. But you might not be aware that it’s the most liquid market in the world.
Friends of the Data Science Society had a couple of occasions to celebrate this week. First, after a longer than usual pause we are back in the event organizing business. Second, the topic our speaker Ekaterina presented stands at the fascinating intersection of machine learning, mobile application development and healthy lifestyle. As a bonus, our […]
Dr Bergler presented a forward looking perspective on the extraction of knowledge from texts, outlining a series of use cases and techniques that allow to mine more than just factual information from texts, and emphasizing the necessity and impact of employing standard linguistic knowledge to achieve this.