Tag: Deep Learning

Feed: CIO. Author: . Data analytics definitionData analytics is a discipline focused on extracting insights from data. It comprises the processes, tools and techniques of data analysis and management, including the collection, organization, and storage of data. The chief aim of data analytics is to apply statistical analysis and technologies on data to find trends and solve problems. Data analytics has become increasingly important in the enterprise as a means for analyzing and shaping business processes and improving decision-making and business results.Data analytics draws from a range of disciplines — including computer programming, mathematics, and statistics — to perform analysis ... Read More

Feed: R-bloggers. Author: Przemyslaw Biecek. Ok, we all work remotely at the moment anyway. But this chair will be waiting for you.*Modeling lung imaging data using deep neural networks following ResponsibleAI principles. No worries, you don’t need to have prior experience with medical data.Who we areML2DataLab is a research group lead by Przemysław Biecek that brings together research oriented individuals interested in machine learning from the Warsaw University of Technology and the University of Warsaw.We love open software. We strive to work on current challenges such as ExplainableAI (EMA, dalex, arena, explainable meta learning), COVID (epidemics, XAI for lung images), robustness of NLP models ... Read More

Feed: Featured Blog Posts - Data Science Central. Author: ajit jaokar.   I was asked this question: “What distributions do we need to use Deep Learning?” This is a question with a multi-faceted answer. The direct answer is that algorithms which are traditionally referred to as deep learning (MLP, CNN, LSTM) do not need to know the distribution in advance since they are model free (as opposed to model based). A good explanation below Note that the terminology used in this paper (model free vs model based) is normally used in context of Reinforcement learning. But in this context, it ... Read More

Feed: R-bloggers. Author: R on Curious Joe. [This article was first published on R on Curious Joe, and kindly contributed to R-bloggers]. (You can report issue about the content on this page here) Want to share your content on R-bloggers? click here if you have a blog, or here if you don't. Background As a student, when I was starting to seriously consider Data Science (DS) as a career option, the first thing that came to mind was where I should start or even before that, what I should learn first! Like many others, I too started with an online ... Read More

Feed: CIO. Author: . Data analytics definitionData analytics is a discipline focused on extracting insights from data. It comprises the processes, tools and techniques of data analysis and management, including the collection, organization, and storage of data. The chief aim of data analytics is to apply statistical analysis and technologies on data to find trends and solve problems. Data analytics has become increasingly important in the enterprise as a means for analyzing and shaping business processes and improving decision-making and business results.Data analytics draws from a range of disciplines — including computer programming, mathematics, and statistics — to perform analysis ... Read More

Feed: R-bloggers. Author: R on Curious Joe. [This article was first published on R on Curious Joe, and kindly contributed to R-bloggers]. (You can report issue about the content on this page here) Want to share your content on R-bloggers? click here if you have a blog, or here if you don't. As a student, when I was starting to seriously consider Data Science (DS) as a career option, the first thing that came to mind was where I should start or even before that, what I should learn first! Like many others, I too started with an online course ... Read More

Feed: R-bloggers. Author: Tinniam V Ganesh. “Would you tell me, please, which way I ought to go from here?”“That depends a good deal on where you want to get to.”“I don’t much care where –”“Then it doesn’t matter which way you go.”                              Lewis Carroll, Alice in Wonderland This latest version of GooglyPlusPlus2021 has the following updates – brand new strategy and algorithm for ranking T20 players in any format (IPL, BBL, NTB, PSL etc.) – integrates the Caribbean Premier League T20 into the app – includes the ... Read More

Feed: Featured Blog Posts - Data Science Central. Author: Sandipan Dey. In this blog post, I shall discuss on a few NLP techniques with Bangla language, demonstrate how to train a word2vec model with Bangla wiki corpus with tensorflow, and explore how to visualize the semantic similarity between words using t-SNE. Once done, the article will focus on how to train a character / word LSTM on selected Tagore’s songs to generate songs like Tagore with keras. Once that's accomplished, we shall create sentiment analysis dataset by crawling the daily astrological prediction pages of a leading Bangla newspaper and manually ... Read More

Feed: Recent Announcements. Starting today, Amazon EC2 M5n, M5dn, R5n, and R5dn bare metal instances that can utilize up to 100 Gbps of network bandwidth, and Elastic Fabric Adapter (EFA) for HPC/ML workloads. are generally available. Amazon EC2 bare metal instances provide your applications with direct access to the Intel® Xeon® Scalable processor and memory resources of the underlying server. These instances are ideal for workloads that require access to the hardware feature set (such as Intel® VT-x), or for applications that need to run in non-virtualized environments for licensing or support requirements.  Bare metal instances allow EC2 customers to run ... Read More

Feed: R-bloggers. Author: Sigrid Keydana. [This article was first published on RStudio AI Blog, and kindly contributed to R-bloggers]. (You can report issue about the content on this page here) Want to share your content on R-bloggers? click here if you have a blog, or here if you don't. Today, we use the convLSTM introduced in a previous post to predict El Niño-Southern Oscillation (ENSO). ENSO refers to a changing pattern of sea surface temperatures and sea-level pressures occurring in the equatorial Pacific. From its three overall states, probably the best-known is El Niño. El Niño occurs when surface water ... Read More