Tag: Deep Learning

Feed: Featured Blog Posts - Data Science Central. Author: Ronald van Loon. As a long-time part of this industry, I have spent a good part of the last decade talking about the digital transformation. Call it the digital transformation or the data-led transformation, but this transformation has been the talk of the town for a long time now.  Not only are organizations geared toward achieving a better analytics setup, but they are also on the lookout for a more efficient data policy in the process. With many cloud service providers around us offering AI as a service, companies can tap ... Read More

Feed: Featured Blog Posts - Data Science Central. Author: Vincent Granville. Monday newsletter published by Data Science Central. Previous editions can be found here. The contribution flagged with a + is our selection for the picture of the week. To subscribe, follow this link.   Featured Resources and Technical Contributions  40+ Modern Tutorials Covering All Aspects of Machine Learning New Notebook: Deep Learning and Computer Vision with CNNs (Convolutional Neural Networks) Bayesian Machine Learning - Part 7 New Notebook: Getting Started with TensorFlow 2.0 Difference Between Correlation and Regression in One Picture Implementing Linear Regression with Golang Understanding Dataflow graphs in TensorFlow Creating a ... Read More

Feed: AWS Government, Education, & Nonprofits Blog. Author: AWS Public Sector Blog Team. AWS Public Sector Summit Singapore 2019 – Keynote illustration by Jerry Hargrove On September 24 & 25, Amazon Web Services (AWS) welcomed 1,865 attendees for the AWS Public Sector Summit in Singapore, newly expanded to include customers from Singapore as well as across the Asia Pacific Region. Technologists and executives gathered to learn how the cloud is driving innovation across government, education, and nonprofits worldwide, get inspired, and begin to build. Read below for highlights from the AWS Public Sector Summit in Singapore. Keynote speakers highlight region ... Read More

Feed: Featured Blog Posts - AnalyticBridge. Author: Vincent Granville. This list of lists contains books, notebooks, presentations, cheat sheets, and tutorials covering all aspects of data science, machine learning, deep learning, statistics, math, and more, with most documents featuring Python or R code and numerous illustrations or case studies. All this material is available for free, and consists of content mostly created in 2019 and 2018, by various top experts in their respective fields. A few of these documents are available on LinkedIn: see last section on how to download them.  Below are the first two sections. General References Free ... Read More

Feed: Recent Announcements. Based on the next generation AWS Nitro System, M5n, M5dn, R5n, and R5dn instances make 100 Gbps networking available to network-bound workloads without requiring customers to use custom drivers or recompile applications. Customers can also take advantage of this improved network performance to accelerate data transfer to and from Amazon S3, reducing the data ingestion time for applications and speeding up delivery of results. M5n, M5dn, R5n, R5dn instances are powered by custom second-generation Intel® Xeon® Scalable processors (Cascade Lake) with sustained all-core turbo frequency of 3.1 GHz. They also provide support for the new Intel Vector ... Read More

Feed: Featured Blog Posts - Data Science Central. Author: Vincent Granville. By Dan Howarth and Ajit Jaokar, October 2019. 42 pages. Part 1 will introduce the core concepts of Deep Learning. We will also start coding straightaway with Tensorflow 2.0. In part 2, we use another dataset - the mnist dataset - to build on our knowledge. In particular, we will:Contents Part 1: Deep Learning with TensorFlow 2.0 (page 3) 1. Introduction to the Notebooks 3 2. Introduction to this Notebook 4 Loading the Libraries 4 Introduction to our problem 5 3. Deep Learning Conceptual Introduction 5 4. Data 7 ... Read More

Feed: SAS Blogs. Author: Matthew Stainer. "A picture is worth a thousand a thousand words" is another way of saying images contain a lot of information. However, images have conventionally made little sense to computers, which have no understanding of the meaning behind the code that makes up a digital image. Of course, this hasn’t been the case for all computers. Consider number plate recognition systems. These link high-speed cameras to the DVLA database or iris scans to fast-track you through airport security. These systems have an undeniable ability to recognise and categorise basic images. In addition, as organisations increasingly ... Read More

Feed: Planet big data. Author: David Smith. A roundup of news about Artificial Intelligence, Machine Learning and Data Science. This is an eclectic collection of interesting blog posts, software announcements and data applications from Microsoft and elsewhere that I've noted recently. Open Source AI, ML & Data Science News Tensorflow 2.0.0 has been released. This major update makes many changes to improve simplicity and ease of use. Tensorflow 1.x models will need to be upgraded for Tensorflow 2.0. Keras 2.3.0 has been released, the first release of the high-level deep learning framework to support Tensorflow 2.0. spaCy v2.2 has been ... Read More

Feed: Teradata Blog. Consumer choice in regard to products is increasing and dynamic. Studies of consumer behavior have indicated that when presented with an abundance of choice a consumer’s decision-making can become overwhelmed and their participation in the market may decrease. Personalization can become the key to combating this problem of over-choice in the market. Personalization can become the key to combating this problem of over-choice in the market. Tweet This Several organizations are attempting to increase personalization when interacting with their customers. From tailored coupons to reward programs and even website designs, organizations are seeking new ways to engage ... Read More

Feed: Featured Blog Posts - Data Science Central. Author: William Vorhies. Summary:  Here’ a proposal for real ‘zero touch’, ‘set-em-and-forget-em’ machine learning from the researchers at Amazon.  If you have an environment as fast changing as e-retail and a huge number of models matching buyers and products you could achieve real cost savings and revenue increases by making the refresh cycle faster and more accurate with automation.  This capability likely will be coming soon to your favorite AML platform. Is there a future in which we can really ‘set-em-and-forget-em’ machine learning?  So far Automated Machine Learning (AML) is delivering on ... Read More