Tag: Deep Learning

Feed: Featured Blog Posts - Data Science Central. Author: Emmanuelle Rieuf. This article was posted by Adam Geitgey. Adam is Interested in computers and machine learning and he likes to write about it. Speech recognition is invading our lives. It’s built into our phones, our game consoles and our smart watches. It’s even automating our homes. For just $50, you can get an Amazon Echo Dot — a magic box that allows you to order pizza, get a weather report or even buy trash bags — just by speaking out loud: Alexa, order a large pizza! The Echo Dot has been so popular this holiday season that Amazon can’t ... Read More

Feed: IBM Big Data & Analytics Hub - All Content; Author: doreen-dunn; Transcript Fatima Sirhindi:           Hello, this is Fatima Sirhindi, producer of your favorite podcast, Making Data Simple. Just a heads up, this podcast was recorded live at the Toronto Lab on March 1 and any references to dates are from that time. Also, because of the live recording, our audio may sound a bit different. The live recording is available on our Facebook page @IBMAnalytics and will be available in the show notes. Tweet us ideas of what you want to hear @AskIBMAnalytics and don’t forget to subscribe to ... 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. Featured Resources and Technical Contributions Infinite Data Sets with Known Distribution - to Benchmark Statistical Tests (Read last section) + Data Dictionary to Meta Data II - Simple Text Wrangling and Factor Creation in R How to do Speech Recognition with Deep Learning  Big Data’s Mathematical Mysteries  Machine Learning with C++ - Polynomial Regression (CPU) Unsupervised Learning an Angle for Unlabelled Data World Question: ... Read More

Feed: Planet big data. Author: David Smith. A monthly 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 I've noted over the past month or so. Open Source AI, ML & Data Science News An interface between R and Python: reticulate. TensorFlow Hub: A library for reusable machine learning modules. TensorFlow.js: Browser-based machine learning with WebGL acceleration.  Download data from Kaggle with the Kaggle API. Industry News Tensorflow 1.7 supports the TensorRT library for faster computation on NVIDIA GPUs. RStudio now provides a Tensorflow ... Read More

Feed: Planet big data. Author: Valeryia Shchutskaya. 5 Things you Must Consider to Maximize the Value of your Company’s Predictive Analytics and Machine Learning Initiatives19 April 2018Author Valeryia ShchutskayaInvestigating company data for insights is a well known and widely adopted practice. However, using predictive analytics and machine learning is the next frontier in data analysis.The ability to predict future outcomes is what sets predictive analytics apart from other analytics used today, such as descriptive that gives answer to question “what happened” or diagnostic analytics that explains why it happened. PwC’s Global Data and Analytics survey has already proved the growing ... Read More

Feed: Featured Blog Posts - Data Science Central. Author: William Vorhies. Summary: Deep Learning, based on deep neural nets is launching a thousand ventures but leaving tens of thousands behind.  Transfer Learning (TL), a method of reusing previously trained deep neural nets promises to make these applications available to everyone, even those with very little labeled data. Deep Learning, based on deep neural nets is launching a thousand ventures but leaving tens of thousands behind.  The broad problems with DNNs are well known. Complexity leading to extended time to success and an abnormally high outright failure rate. Extremely large quantities ... Read More

Feed: R-bloggers. Author: business-science.io - Articles. Time series prediction (forecasting) has experienced dramatic improvements in predictive accuracy as a result of the data science machine learning and deep learning evolution. As these ML/DL tools have evolved, businesses and financial institutions are now able to forecast better by applying these new technologies to solve old problems. In this article, we showcase the use of a special type of Deep Learning model called an LSTM (Long Short-Term Memory), which is useful for problems involving sequences with autocorrelation. We analyze a famous historical data set called “sunspots” (a sunspot is a solar phenomenon ... Read More

Feed: What's New. • Introduction to Amazon Certificate Manager Private Certificate Authority (ACM - PCA) discusses a new feature that extends ACM’s certificate management capabilities to private certificates. You’ll learn how to get started with ACM - PCA, learn how this managed private CA service helps you easily and securely manage the lifecycle of your private certificates, and look at some use cases. • Introduction to AWS Secrets Manager provides a brief overview of how this new service can help manage secrets like OAuth tokens and application API keys. It concludes with a demonstration of how AWS Secrets Manager can ... Read More

Feed: Big Data Made Simple - One source. Many perspectives.. Author: Baiju NT. For a very long time, women working in the fields of science, technology, engineering and math were unwelcome and underappreciated. Take for example the story of Katherine Johnson and her colleagues, who made remarkable contributions to the early years of NASA’s space program. The world had not even heard of her name until two years ago, when the movie, Hidden Figures, hit the screens. Sadly, it is still a man’s world in the STEM fields, and women struggle every day to find a strong foothold in it ... Read More

Feed: SAS Blogs. Author: Charlie Chase. If you think machine learning will replace demand planners, then don’t read this post. If you think machine learning will automate and unleash the power of insights allowing demand planners to drive more value and growth, then this article is a must read. The impressive advances in artificial intelligence (AI) and machine learning  (ML)  over the past decade are supported by supervised deep learning: training ML algorithms to perform narrow, single-domain tasks. The learning is supervised because you're telling the algorithm the correct answer (the label) as it is exposed to many examples using big data. We're ... Read More