Tag: Process

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: Olha Zhydik. One of the things that excite the most about the predictive analytics of today is how quickly and bluntly it surpasses the existing benchmarks. Moreover, it penetrates the industries and activities where human creativity has traditionally dominated, adding a futuristic touch to the music, fine arts, fashion or architecture. Following the popular trend, we decided to explore the current capabilities of neural networks and find out if they can be of some real value for the fashion industry. Short time, big results In 2015, Google’s research team developed the DeepDream ... Read More

Feed: Planet PostgreSQL. It is well known that database design should be as simple as possible, and follow the normalization process. Except in some cases, sometimes, for scalability purposes. Partitioning might be used to help deal with large amount of data for instance. But what is a large amount of data? Do you need to pay attention to those scalability trade-offs now, or can you wait until later? How far can you go with a naive schema? To answer those questions, it might be best to estimate the evolution of the size of your database in the following months. Here’s ... 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: R-bloggers. Author: Nicole Radziwill. This weekend I decided to create my first R package… it’s here! https://github.com/NicoleRadziwill/easyMTS Although I’ve been using R for 15 years, developing a package has been the one thing slightly out of reach for me. Now that I’ve been through the process once, with a package that’s not completely done (but at least has a firm foundation, and is usable to some degree), I can give you some advice: Make sure you know R Markdown before you begin. Some experience with Git and Github will be useful. Lots of experience will be very, very useful ... Read More

Feed: Recent Announcements. If you have a HIPAA Business Associate Addendum (BAA) in place with AWS, you can now start using Amazon Textract for your HIPAA eligible workloads. If you don't have a BAA in place with AWS, or if you have any other questions about running HIPAA-regulated workloads on AWS, please contact us.  For information and best practices about configuring AWS HIPAA Eligible Services to store, process, and transmit PHI, see the Architecting for HIPAA Security and Compliance on Amazon Web Services Whitepaper. Amazon Textract is a service that automatically extracts text and data from scanned documents. Amazon Textract ... Read More

Feed: Recent Announcements. The Console Mobile Application lets customers view and manage a select set of resources to support incident response while on-the-go. Login process leverages biometrics authentication (on supported devices and login methods), making access to AWS resources a simple and quick. Visit the product page for more information about the Console Mobile Application.   ... Read More

Feed: Recent Announcements. CIS Benchmarks are host hardening guidelines designed to safeguard your Amazon EC2 instance by improving your security posture. The findings generated by an Inspector assessment with the CIS Benchmark rules package detail the guidance and steps needed to reduce vulnerabilities, like insecure configurations and weak password policies. With the recently released one-step setup process for Inspector, you can get started even faster than before and easily run a single security assessment with both CIS and Common Vulnerability and Exposures (CVE) rules packages. For one price, you receive the information you need to both harden and patch your ... Read More

Feed: Big Data Made Simple. Author: Dan Matthews. Historically, there has been a significant separation between organizations and the stakeholders who support them. While consumers think of themselves as human individuals, brands are sometimes viewed as faceless, corporate machines. However we’re discovering that relating to stakeholders on an individual level is vital to how successful a brand will be, especially in the digital age.This relationship can only be built by minimizing the gap between people and the organizations they support. Brands and institutions can best do this by getting to know their stakeholders through data. The potential for this is ... Read More

Feed: R-bloggers. Author: R on notast. [This article was first published on R on notast, 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. We’ve covered various approaches in explaining model predictions globally. Today we will learn about another model specific post hoc analysis. We will learn to understand the workings of gradient boosting predictions. Like past posts, the Clevaland heart dataset as well as tidymodels principle will be used. Refer to the first ... Read More