Tag: Deep Learning

Feed: All - O'Reilly Media. Author: Ben Lorica, Paco Nathan. Honeycomb (source: Pixabay) Looking to leverage AI in your organization? Don't miss the Business Summit at the AI Conference in New York, April 15–18, 2019. Register before March 1 to save with Early Price. Download our new free report, "AI Adoption in the Enterprise," to discover how companies are planning and prioritizing AI projects in practice. Recently, O’Reilly Media published AI Adoption in the Enterprise: How Companies Are Planning and Prioritizing AI Projects in Practice, a report based on an industry survey. That was the third of three industry surveys conducted in ... Read More

Feed: Microsoft Azure Blog. Author: Rob Caron. Now in preview Anomaly detection using built-in machine learning models in Azure Stream Analytics Many customers use Azure Stream Analytics to continuously monitor massive amounts of fast-moving streams of data to detect issues that do not conform to expected patterns and prevent catastrophic losses. This in essence is anomaly detection. Built-in machine learning models for anomaly detection in Azure Stream Analytics significantly reduces the complexity and costs associated with building and training machine learning models. This feature is now available for public preview worldwide. See how to use simple SQL language to author ... Read More

Feed: Big Data Made Simple. Author: Neeraj R. The field of data is ever growing and ever progressive. And the need for organized data is on the rise. But it is not available in that manner from the beginning itself. The raw data is much unstructured and mixed up. There are many things which have no importance in the actual work, yet they get mixed up with entire data and have to be filtered out. That is where the job of a data scientist comes into the play.The primary job being, organizing and maintaining proper data using scientific methods, processes, ... Read More

Feed: Featured Blog Posts - Data Science Central. Author: William Vorhies. Summary:  A defensible data strategy increasingly defines those AI businesses that will be successful.  VCs know this and are steering the funding to this strategy.  Read here about what a defensible data strategy is and how to identify your next AI opportunity using this technique. The most recent issue of MIT Technology Review shows their annual list of 35 Innovators Under 35.  Of these, 15 are AI-based - 43%.  Another 3 are in Computational Synthetic Biology that depends on deep learning. Similarly the website Angel.co which tracks the formation ... Read More

Feed: R-bloggers. Author: Hugo Bowne-Anderson. Hugo Bowne-Anderson, the host of DataFramed, the DataCamp podcast, recently interviewed Marco Blume, Trading Director at Pinnacle Sports. Here is the podcast link. Hugo: Hi there, Marco, and welcome to Dataframed. Marco: Yeah, hi Hugo. Thanks for having me. Hugo: Real pleasure to have you on the show and I’m actually really excited to have you here today to talk about sports betting, how data science plays a huge role in what you do as trading director at Pinnacle, with respect to sports betting. And also the fact that sports betting in your line of ... Read More

Feed: Featured Blog Posts - Data Science Central. Author: Bill Schmarzo. There are several technology and business forces in-play that are going to derive and drive new sources of customer, product and operational value. As a set up for this blog on the Economic Value of Data Science, let’s review some of those driving forces. Artificial Intelligence holds the economic potential to drastic drive industry and business model disruptions. But having AI technologies is not sufficient, especially when most AI technologies are open source and readily available to everyone. Data is the source of economic potential, and the Data Lake is ... Read More

Feed: What's New. Amazon Rekognition Video is a deep learning-based video analysis service that can identify objects, people, text, scenes, and activities, as well as detect unsafe content. Content Moderation for Amazon Rekognition Video can identify various types of explicit and suggestive content, as well as timestamps for where such content appears during the video. Amazon Rekognition Video now comes with an enhanced moderation model that reduces false positive rates by 40% on average without any reduction in detection rates for truly unsafe content. Lower false positive rates imply lower volumes of flagged videos to be further reviewed by human ... Read More

Feed: What's New. Amazon EC2’s next generation compute optimized C5 and memory optimized R5 instances are now available in AWS China (Beijing) region operated by Sinnet and AWS China (Ningxia) region operated by NWCD. The C5 and R5 instances offer the latest generation Intel® Xeon Platinum processors (formerly codenamed Skylake) and feature the Nitro System, a combination of dedicated hardware and lightweight hypervisor that aims to deliver performance indistinguishable from bare-metal performance. C5 instances deliver the best price/compute performance in the EC2 product family, offering up to a 49% improvement in price/performance compared to C4 instances. C5 instances are ideal ... Read More

Feed: AWS Compute Blog. Author: Anuneet Kumar. This post is contributed by Brent Langston – Sr. Developer Advocate, Amazon Container ServicesLast week, AWS announced enhanced Amazon Elastic Container Service (Amazon ECS) support for GPU-enabled EC2 instances. This means that now GPUs are first class resources that can be requested in your task definition, and scheduled on your cluster by ECS. Previously, to schedule a GPU workload, you had to maintain your own custom configured AMI, with a custom configured Docker runtime. You also had to use custom vCPU logic as a stand-in for assigning your GPU workloads to GPU instances ... Read More

Feed: Big Data Made Simple. Author: Amanda Peterson. Machine learning is an application of artificial intelligence that gives a system the ability to learn in real time and improve itself from experiences without being explicitly programmed. As the machine learning industry continues to advance, it’s important to continue learning about it yourself. In this article, we have listed some of the best machine learning books available for free, that you should consider.Think Stats – Probability and Statistics for ProgrammersAuthor: Allan B. Downey‘Think Stats’ is an introductory book to statistics and probability for people with a basic background in Python programming ... Read More