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Complete Hands-Off Automated Machine Learning

Summary:  Here’ a proposal for real ‘zero touch’, ‘set-em-and-forget-em’ machine learning from the researchers at Amazon.  If you have an environment as fast changing as e-retail and a huge number of models matching buyers and products you could achieve real cost savings and revenue increases by making the refresh cycle faster and more accurate with automation.  This capability likely will be coming soon to your favorite AML platform.

 …

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Added by William Vorhies on October 7, 2019 at 7:28am — No Comments

Top 6 AI Companies to Start Your ML Project

There are a lot of AI Companies that offer Machine Learning development. Even choosing the right ones for your project could take a decent amount of time, not even mentioning to pick the one that fits.

We decided to help CEOs, established companies, and startups that are looking for AI & ML Developer to save time…

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Added by Roman Chuprina on October 7, 2019 at 2:36am — 1 Comment

Understanding Dataflow graphs in TensorFlow

In order to be a highly efficient, flexible, and production-ready library, TensorFlow uses dataflow graphs to represent computation in terms of the relationships between individual operations. Dataflow is a programming model widely used in parallel computing and, in a dataflow graph, the nodes represent units of computation while the edges represent the data consumed or produced by a computation unit.

This post is taken from the book…

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Added by Packt Publishing on October 6, 2019 at 11:50pm — No Comments

Leverage AI to Create Autonomous Policies that Adapts without Human Intervention

Leverage AI to Create Autonomous Policies that Adapts without Human Intervention

Policies are the foundation for any successful organization.  Policies are the rules, or laws, of an organization.  Policies document the principles, best practices and compliance guidelines that aid decision-making in supporting the consistent and repeatable operations of the business. Heck, one could argue that an organization’s culture is better defined by its policies than it…

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Added by Bill Schmarzo on October 6, 2019 at 1:52pm — No Comments

Weekly Digest, October 7

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.  

Announcements

  • Learn how…
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Added by Vincent Granville on October 6, 2019 at 10:30am — No Comments

Free Book: Getting Started with TensorFlow 2.0

By Amita Kapoor and Ajit Jaokar. In this book, we introduce coding with tensorflow 2.0. We show how to develop with tensorflow 1.0 and contrast how the same code can be developed in tensorflow 2.0. The book emphasizes the unique features of tensorflow 2.0. Earlier this year, Google announced TensorFlow 2.0, it is a major leap from the existing TensorFlow 1.0.

The key differences are:

  • Ease of use
  • Eager…
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Added by Vincent Granville on October 5, 2019 at 1:30pm — No Comments

Preparing for AI Driven Future with Hybrid Cloud

Organizations across the globe are buzzing about the cloud as the savior of their data management needs that provides them with the assistance they require for their business solutions. In this digital era of insights and analytics, the cloud has emerged as…

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Added by Ronald van Loon on October 4, 2019 at 11:10pm — No Comments

Build an Analytics Strategy for an AI Driven Future with the Hybrid Cloud

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…

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Added by Ronald van Loon on October 4, 2019 at 11:00pm — No Comments

Impact of Hybrid Cloud on the AI Driven Future Enterprise

The cloud is one of the quickest and most rapidly growing deployment options for businesses around the globe. With the recent surge toward intelligent enterprises, we’re seeing a lot of businesses move to the cloud for better management of IT computing…

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Added by Ronald van Loon on October 4, 2019 at 11:00pm — No Comments

Faster Innovation and Development with a Full-Stack AI Strategy

The future is here and companies that have incorporated the latest innovations led by AI in their business processes are reaping the rewards. 

A full-stack AI strategy is the way forward and is being adopted by numerous organizations with their eyes on the…

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Added by Ronald van Loon on October 4, 2019 at 10:59pm — No Comments

Fixing WiFi connectivity on Nvidia Jetson Nano: An Artificial Intelligence Developer Kit

After going through Nano official forums, if you are planning to buy expensive wifi modules, just because of reported issues of connectivity loss, then you need to check this blog.

This blog contains 5 minutes verified & tested hack to solve buggy driver, so that, jetson nano never loses its connectivity.

Firstly, check wifi module…

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Added by PS Dhillon on October 4, 2019 at 4:01am — No Comments

Why Fashion eCommerce should Embrace Mobile App Development

eCommerce has remained the buzzword of the recent time with users buying products and services online through their desktop, laptops, tablets or smartphones. It offers them the flexibility and ease of shopping from their favorite brands anytime, anywhere! However, the advancements in mobile app development are encouraging a surge in mobile commerce and taking the eCommerce to a different level.

The landscape in retail sector today relies on the proximity of making products available for…

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Added by Ryan Williamson on October 3, 2019 at 10:14pm — No Comments

Introduction and New Open-sourced Tool for Tableau

Hello Everyone, I've just recently joined this site. Firstly, I would like to share with you all a free and open-sourced tool that I have published on github.com for Tableau that reduces the time required to complete a report. It takes the stress out of remembering what calculated fields are used and where across your workbook by giving you an easy to browse Tableau report that can be refreshed anytime…

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Added by Darren Edwin Braynard on October 3, 2019 at 5:00pm — No Comments

Digital Transformation: Preparing your Organization for a World of Constant Change

“It is hard to teach an old dog new tricks.  They’ve only been in business for 155 years.”

 – Anonymous

The Pullman Co (1867), Allied Corp (1920), Heinz (1869), Hughes Tool (1908), Ford Aerospace (1956), Motorola (1928), Bethlehem Steel (1857), Ralston Purina (1894), Compaq (1982), E.F. Hutton (1904), PaineWebber (1880), MCI (1983), Eastern Airlines (1926) and Pan Am Airlines (1927), Houston Natural Gas / Enron (1940), Arthur Andersen (1913),…

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Added by Bill Schmarzo on October 3, 2019 at 1:13pm — No Comments

Thursday News, October 3

This is our selection of featured articles and technical resources posted since Monday:

Resources

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Added by Vincent Granville on October 3, 2019 at 11:00am — No Comments

Welcome to Entanglish, a Python library for calculating quantum entanglement

"Speak Quantum Friend and Enter"

.
Today, I uploaded to github my new software library called Entanglish (open source, under BSD license). Entanglish is a Python toolbox for calculations related to quantum entanglement (including squashed entanglement). Available at …
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Added by Robert R. Tucci on October 3, 2019 at 9:30am — No Comments

Free Book: A Comprehensive Guide to Machine Learning (Berkeley University)

By Soroush Nasiriany, Garrett Thomas, William Wang, Alex Yang. Department of Electrical Engineering and Computer Sciences, University of California, Berkeley. Dated June 24, 2019. This is not the same book as The Math of Machine Learning, also published by the same department at Berkeley, in 2018, and also authored by Garret…

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Added by Capri Granville on October 3, 2019 at 8:30am — No Comments

Top 6 Data Science Use Cases in Design

Nowadays, industries are privileged by the opportunity to apply data science to reach new heights in their efficiency, productiveness, and overall success. The range of these opportunities is pervasive starting with advanced calculations for the business to customer service…

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Added by Igor Bobriakov on October 3, 2019 at 3:17am — No Comments

Surprising Uses of Synthetic Random Data Sets

I have used synthetic data sets many times for simulation purposes, most recently in my articles Six degrees of Separations between any two Datasets and How to Lie with p-values. Many applications (including the data…

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Added by Vincent Granville on October 2, 2019 at 10:00am — No Comments

Want to be data-driven? Better start thinking about DataOps

Everyone’s talking data. Data is the key to unlocking insight, the secret sauce that will…

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Added by Lewis Wynne-Jones on October 2, 2019 at 4:30am — No Comments

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