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RObservations #34: Using NLP with keras to understand market sentiment with LSTM networks
Feed: R-bloggers. Author: Benjamin Smith. [This article was first published on r – bensstats, 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. Natural Language Processing (NLP) is a powerful tool in the Machine Learning landscape that can (among other things) allow users to classify sentiment and predict text. Many of recent my blogs have been about data manipulation and data engineering, so I decided change things up to look into showing some applications ... Read More
Now bring your own development environment in a custom image to RStudio on Amazon SageMaker
Feed: Recent Announcements. Starting today, you can now bring your own development environment in a custom image to RStudio on Amazon SageMaker. RStudio on SageMaker is the industry’s first fully managed RStudio Workbench in cloud. You can quickly launch the familiar RStudio Integrated Development Environment (IDE), dial up and down the underlying compute resources without interrupting your work, and even switch to programming using Python on Amazon SageMaker Studio Notebooks. All your work, including code, datasets, repositories, and other artifacts are synchronized between the two environments. You can bring your current RStudio license to Amazon SageMaker at no additional charge to ... Read More
Proven strategies for taking Workato to market with your customers

Feed: Workato. Author: Jon Gitlin; Leveraging an embedded platform to provide product integrations at scale can help any organization elevate its platform’s value. Reltio, a master data management solution, utilizes embedded integrations to help clients gather and store data from various sources in their platform, as well as enrich that data via 3rd-party tools. Qstream, an enterprise microlearning app, uses embedded integrations to help clients kickstart an assessment as soon as a student or employee finishes an online course. CafeX Communications, a business collaboration solutions provider, leverages embedded integrations to streamline critical processes, like incident management, and others typically provided ... Read More
Accessing Hazelcast via REST Using A Proxy

Feed: Blog | Hazelcast. Author: Serkan Ozel. Relevant Resources Accessing Hazelcast via REST Using A Proxy In this blog, we will build a Hazelcast REST proxy. You can use this kind of REST proxy to access... Fluidra Makes Waves With Real-Time, Customer Advocacy Fluidra has a huge portfolio of highly customizable products that can be sold through its channel partners. Core to the success of the business is its reliance on a dynamic and ambitious IT department, charged with driving innovation using technology to provide leading-edge customer experiences. Real-Time Personalized Experiences: Lessons from Silicon Valley Watch this Finextra webinar, hosted ... Read More
NEW: Quickly Launch Matillion ETL via Databricks Partner Connect

Feed: Matillion. Author: Julie Polito; Looking to quickly and simply integrate and transform your data in the Databricks environment? Databricks customers can now launch Matillion ETL via Databricks’ Partner Connect program. With Matillion’s award-winning integration, data teams and other data users can experience one seamless environment for all data workflows with Matillion’s data loading, transformation and orchestration capabilities running on Delta Lake for Databricks. And it just takes a few steps using Matillion’s low-code/no-code platform.You can speed up the value your data teams provide by helping data projects move faster, improving efficiency with repeatable, no-code processes, and automating complex workflows ... Read More
May 2022: “Top 40” New CRAN Packages
Feed: R-bloggers. Author: R Views. [This article was first published on R Views, 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. One hundred seventy-nine new packages made it to CRAN in May. Here are my “Top 40” picks in twelve categories: Computational Methods, Data, Ecology, Epidemiology, Finance, Machine Learning, Networks, Science, Statistics, Time Series, Utilities, and Visualization. Computational Methods graDiEnt v1.0.1: Implements the derivative-free, optim-style Stochastic Quasi-Gradient Differential Evolution optimization algorithm published in ... Read More
Scaling for Complexity – Architecting for Performant Embedded Devices at the Edge – Part 2
Feed: The Internet of Things on AWS – Official Blog. Author: Channa Samynathan. The following is a survey paper, published and presented to the Academic Congress of Embedded World 2022 at Nuremberg, Germany on June 21st 2022. Part 1 – Scaling for Complexity – Architecting for Performant Embedded Devices at the Edge – Part 1 Provisioning LayerThe provisioning layer of your IoT workloads consists of the Public Key Infrastructure (PKI) used to create unique device identities and the application workflow that provides configuration data to the device. The provisioning layer is also involved with ongoing maintenance and eventual decommissioning of devices ... Read More
Amazon SageMaker built-in algorithms now provides four new Tabular Data Modeling Algorithms
Feed: Recent Announcements. Amazon SageMaker provides a suite of built-in algorithms, pre-trained models, and pre-built solution templates to help data scientists and machine learning practitioners get started on training and deploying machine learning models quickly. These algorithms and models can be used for both supervised and unsupervised learning. They can process various types of input data including tabular, image, and text. Starting today, Amazon SageMaker provides four new tabular data modeling algorithms: LightGBM, CatBoost, AutoGluon-Tabular and TabTransformer. These popular, state-of-the-art algorithms can be used for both tabular classification and regression tasks. They are available through the SageMaker JumpStart UI inside of ... Read More
Best Online Courses to Learn MySQL
Feed: Database Journal. Author: James Payne. There are many ways for a database administrator to learn how to use a database programming language, including a book or tutorial, such as the one you are reading now. Some people prefer that method and everyone learns differently. If you are the type of student that learns more in a classroom type of environment – and you want to learn MySQL as part of your database administrator or database developer training – we suggest you consider our list of the top online MySQL courses, as detailed in the sections below. Best MySQL Courses ... Read More
How colleges and universities can benefit from a cloud data strategy

Feed: AWS Public Sector Blog. Author: Mark Schwartz. Higher education faces a complex set of challenges as it emerges from the pandemic years. In the United States, a decline in enrollment that began before the pandemic has worsened, with enrollments falling 3.2% from 2020 to 2021 according to National Student Clearinghouse Research Center, and a startling 14.1% for two-year community. In the UK, thirteen universities were at risk of bankruptcy in 2020, according to the Institute for Fiscal Studies. In Australia, universities may have lost up to $4.8 billion in revenue by the end of that year, with international student ... Read More
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