Tag: Pip

Feed: Featured Blog Posts - Data Science Central. Author: Data Geek. Image by Mohamed Hassan from Pixabay Introduction It is the 21st century and we are literally obsessed with data. Data seems to be everywhere and companies currently hold huge amounts of it regardless of the industry they belong to.  This brings us to the problem of storing data in a way that it can be accessed, processed, and used efficiently. Before cloud solutions, companies would have to spend a lot of money on physical storage and infrastructure to support all the data the company had.  Nowadays, the more popular choice ... Read More

Feed: AWS Compute Blog. Author: James Beswick. This post is written by Mohsen Damshenas, Partner Solutions Architect, Global System Integrators. This post explains a fully serverless solution for searching images based on their content. This solution enables images uploading to Amazon S3 and image analysis with Amazon Rekognition. It supports database access with the Amazon Aurora Serverless Data API and event management using Amazon EventBridge. The solution is deployed with the AWS Cloud Development Kit (AWS CDK). Overview The example application is decoupled and stateless, following serverless architecture best practices: In this architecture: S3 events trigger the AWS Lambda function ... Read More

Feed: Featured Blog Posts - Data Science Central. Author: Ajay Arunachalam. Hello, friends. In this blog post, an interpretable design of unsupervised deep convolutional neural network & lstm autoencoders based real-time anomaly detection from high-dimensional heterogeneous/homogeneous time series  data is presented. This design is now integrated, as a new features part of the package “msda”. More details can be found on the GitHub page here What’s new in MSDA v1.10.0? MSDA is an open source low-code time-series featured library in Python that aims to reduce the hypothesis to insights cycle time in a time-series, multi-sensor data analysis & experiments. MSDA is simple, easy to use and low-code. It enables users ... Read More

Feed: R-bloggers. Author: R on Andres' Blog. [This article was first published on R on Andres' 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. After writing a very similar post about installing Shiny and RStudio server on Raspberry Pi OS using automation with Ansible, I realized that the same approach can be easily ported to work with cloud computing services as well, so, basically, this is going to be the Amazon Web ... Read More

Feed: Clustrix Blog. Author: Rob Hedgpeth. Last year we released the new MariaDB Python connector and published a blog post on how to get started using it in your applications. Based on the overwhelmingly positive response that MariaDB Connector/Python has received, we’re going to develop additional tutorials and sample code to help showcase how easy it is for you to use MariaDB Connector/Python within your solutions. Python is a very powerful and versatile programming language, capable of being used in a large variety of applications, solutions, and integrations. Ultimately, that’s one of the reasons why the Python language has become ... Read More

Feed: Planet MySQL; Author: Ronald Bradford; This week I was evaluating AWS QLDB. Specifically the verifiable history of changes to determine how to simplify present processes that perform auditing via CDC. This is not the first time I have looked at QLDB so there was nothing that new to learn. What I found was that creating a workable solution with an existing application is hard. Even harder is creating an example to publish in this blog (and the purpose of this post). First some background. Using MySQL as the source of information, how can you leverage QLDB? It’s easy to ... Read More

Feed: AWS Compute Blog. Author: Neelay Thaker. This post is contributed by Amr Ragab, Senior Solutions Architect, Amazon EC2 The Amazon EC2 G4ad instance type is the latest addition to AWS’ portfolio of accelerated computing instance types. These instances are ideal for graphics-enabled and gaming workloads. They provide the best price performance for graphics intensive applications such as virtual workstations, gaming and rendering in the cloud. This post guides you through an example interactive deployment using the G4ad on Ubuntu 18.04 with NICE DCV. Follow along if you have a graphics, gaming and interactive computing workload and want to take ... Read More

Feed: R-bloggers. Author: T. Moudiki. I was selected and invited to present this family of univariate/multivariate time series models at R/Finance 2020 (in Chicago, IL). However, the COVID-19 pandemics decided differently. It’s still a work in progress; comments, remarks, pull requests are welcome as usual (in nnetsauce). But the general philosophy of model construction in this framework is already set and will be explained in this post. An R example, with less details about the implementation (so, R users read on) can also be found in this post: Bayesian forecasting for uni/multivariate time series. How does this family of time ... Read More

Feed: Radar. Author: Mike Loukides. For a short month, a lot happened in February–perhaps because the US elections are behind us, perhaps because COVID case numbers are dropping, perhaps for any number of reasons. Some of the most interesting articles I’ve seen have been about the Internet of Things, ranging from wireless peas to Elon Musk’s neural interfaces. AI and ML An AI system is being used to train crisis counsellors. Roleplaying plays a critical part in training staff at suicide prevention services. The AI plays the patient, freeing staff so that they can spend more time helping clients, rather ... Read More

Feed: AWS Compute Blog. Author: Eric Johnson. This post is courtesy of Tarun Kumar Mall, SDE at AWS. This post shows how to set up a multi-stage pipeline on a Jenkins host for a serverless application, using the AWS Serverless Application Model (AWS SAM). Overview This tutorial uses Jenkins Pipeline plugin. A commit to the main branch of the repository starts and deploys the application, using the AWS SAM CLI. This tutorial deploys a small serverless API application called HelloWorldApi. The pipeline consists of stages to build and deploy the application. Jenkins first ensures that the build environment is set ... Read More