Mon.Oct 21, 2019

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Deep Learning for Everyone: Master the Powerful Art of Transfer Learning using PyTorch

Analytics Vidhya

Overview The art of transfer learning could transform the way you build machine learning and deep learning models Learn how transfer learning works using. The post Deep Learning for Everyone: Master the Powerful Art of Transfer Learning using PyTorch appeared first on Analytics Vidhya.

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Most Data Leaders Are Successfully Driving Organizational Change

Corinium

A fundamental assumption of data science is that making business decisions based on facts yields better and more reliable results than those made using instinct or intuition. But as with any major transformation, translating this premise into new business practices takes time.

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How YouTube is Recommending Your Next Video

KDnuggets

If you are interested in learning more about the latest Youtube recommendation algorithm paper, read this post for details on its approach and improvements.

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Top 5 BI tools of 2019: Comparison and How to decide

FineReport

With business intelligence(BI) tools play a more critical role in the enterprises, the technology is poised for an oversized effect in the coming year. BI software assists businesses with data display and analytics to help companies discover the situations, market challenges, as well as the chance. Therefore, it is common for IT departments and managers to search for the BI tool best suited for their needs.

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Beyond the Basics of A/B Tests: Highly Innovative Experimentation Tactics You Need to Know

Speaker: Timothy Chan, PhD., Head of Data Science

Are you ready to move beyond the basics and take a deep dive into the cutting-edge techniques that are reshaping the landscape of experimentation? 🌐 From Sequential Testing to Multi-Armed Bandits, Switchback Experiments to Stratified Sampling, Timothy Chan, Data Science Lead, is here to unravel the mysteries of these powerful methodologies that are revolutionizing how we approach testing.

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Anomaly Detection, A Key Task for AI and Machine Learning, Explained

KDnuggets

One way to process data faster and more efficiently is to detect abnormal events, changes or shifts in datasets. Anomaly detection refers to identification of items or events that do not conform to an expected pattern or to other items in a dataset that are usually undetectable by a human expert.

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Text Analytics – Understanding the Voice of Consumers

BizAcuity

Over the decade’s Hospitality Industry wings expand to the new horizon due to the widespread usage of mobiles which allows customers to plan the vacation & visualize the ambiance at their fingertips. Social Media, Blogging & Reviews are the new age connectors among the Millennials, where they post their experiences. Text analytics helps to draw the insights from the unstructured data. .

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Semantic Technology and the Strive for Drug Safety

Ontotext

More than 170 years ago, a healthy 15-year-old girl from England, died after receiving a chloroform anesthetic before the removal of an infected toenail. Hannah Greener’s death was the first death attributed to this novel drug, which had recently replaced the use of ether as anesthesia for surgical pain relief. As a result of other deaths reported by clinicians and the public, a commission was established to investigate the problem.

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Gartner IT Symposium XPO 2019 Keynote: More About Business than Technology (decision making rules!)

Andrew White

We kicked off our IT Symposium XPO 2019 here in Orlando today with a keynote that introduced the concept of TechQuilibrium. TechQuilibrium is what Gartner defines as the ideal mix of traditional and digital for your enterprise. It certainly is an exciting time to be involved with IT and how changes our businesses, our livelihood, even our very lives.

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Digital Risk “Techquilibrium” Requires IRM

John Wheeler

Over the past month, I’ve been speaking to various groups to help them prepare for the onslaught of digital risks in their organizations. A common theme is the need for greater risk quantification beyond the realm of traditional, qualitative governance, risk and compliance (GRC) approaches. A balanced view of digital risk through integrated risk management (IRM) is required to reach what Gartner calls the new “techquilibrium” You might ask, what is techquilibrium?

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IBM Cloud Pak for Data 2.5: Bringing open source to the core

IBM Big Data Hub

IBM is announcing the latest update to the IBM Cloud Pak for Data platform, Version 2.5. We are extremely excited for this release, as it brings to a head three key areas we’ve been building towards over the last year and a half: Red Hat integration, new key built-in capabilities and last but not the least, a heavy focus on open source.

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The Path to Product Excellence: Avoiding Common Pitfalls and Enhancing Communication

Speaker: David Bard, Principal at VP Product Coaching

In the fast-paced world of digital innovation, success is often accompanied by a multitude of challenges - like the pitfalls lurking at every turn, threatening to derail the most promising projects. But fret not, this webinar is your key to effective product development! Join us for an enlightening session to empower you to lead your team to greater heights.

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Our Top 20 Most-Read Data and Analytics Research Last Week (to Oct 20)

Andrew White

Click here for an interactive PDF to connect to the most read data and analytics research directly. This list excludes our branded research such as Magic Quadrants etc. Saul Judah ‘s new note on must-have foundations for data and analytics governance goes right into number 1 spot this week – he has a following and its a hot topic!

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This Microsoft Neural Network can Answer Questions About Scenic Images with Minimum Training

KDnuggets

Recently, a group of AI experts from Microsoft Research published a paper proposing a method for scene understanding that combines two key tasks: image captioning and visual question answering (VQA).

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Diversity for Businesses: What happens if Diversity is at odds with the organization?

Jen Stirrup

The foundation of a free society is equal worth of all its citizens. Everyone is entitled, as a right of citizenship, to be able to meet their basic needs. The right to self-respect and personal autonomy demands the widest possible spread of opportunities. Not all inequalities are unjust, but unjust inequalities should be reduced and where possible, eliminated.

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Top Stories, Oct 14-20: How to Become a (Good) Data Scientist Beginner Guide

KDnuggets

Also: The 5 Classification Evaluation Metrics Every Data Scientist Must Know; Artificial Intelligence: Salaries Heading Skyward; Writing Your First Neural Net in Less Than 30 Lines of Code with Keras; How to select rows and columns in Pandas using [ ],loc, iloc,at and.iat; The Last SQL Guide for Data Analysis You'll Ever Need.

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Peak Performance: Continuous Testing & Evaluation of LLM-Based Applications

Speaker: Aarushi Kansal, AI Leader & Author and Tony Karrer, Founder & CTO at Aggregage

Software leaders who are building applications based on Large Language Models (LLMs) often find it a challenge to achieve reliability. It’s no surprise given the non-deterministic nature of LLMs. To effectively create reliable LLM-based (often with RAG) applications, extensive testing and evaluation processes are crucial. This often ends up involving meticulous adjustments to prompts.

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A Well-Aged Data Story

Juice Analytics

Like a fine wine, the New York Times’ visual storytelling tends to age well (unlike many dashboards that start out like Ripple and mature into a Thunderbird ). In a recent search through the archives, I came across this gem about the number of swings Derek Jeter, long-time Yankees shortstop, took in his career. Like Jeter, this data story is a multi-tool player, demonstrating many of the skills need to bring real impact for the reader.

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Text Analytics – Understanding the Voice of Consumers

BizAcuity

Over the decade’s Hospitality Industry wings expand to the new horizon due to the widespread usage of mobiles which allows customers to plan the vacation & visualize the ambiance at their fingertips. Social Media, Blogging & Reviews are the new age connectors among the Millennials, where they post their experiences. Text analytics helps to draw the insights from the unstructured data.

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Enabling Intelligent Edge with NVIDIA EGX powered by Nutanix Xi IoT

Nutanix

The advent of 5G technology, growth of IoT devices and the rise of computer vision and AI algorithms are all catalysts for digital transformation, be it for telco or for enterprises in retail, manufacturing, etc.

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5 Automated Machine Learning Solutions for P&C Blog Post

DataRobot

Insurance companies around the world are adopting AI throughout their businesses because they know that they can either lead the Fourth Industrial Revolution or fall behind the competition. In a marketplace where the average P&C combined ratio is hovering close to 99 points, a single point improvement is exceptional and a dramatic increase in profitability.

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Driving Business Impact for PMs

Speaker: Jon Harmer, Product Manager for Google Cloud

Move from feature factory to customer outcomes and drive impact in your business! This session will provide you with a comprehensive set of tools to help you develop impactful products by shifting from output-based thinking to outcome-based thinking. You will deepen your understanding of your customers and their needs as well as identifying and de-risking the different kinds of hypotheses built into your roadmap.

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“Holistic” Security for your Data Center Stack

Nutanix

Drones introduce a host of new security concerns that governments aren’t readily prepared for! Remember this visual, whereby the White House perimeter security was breached.

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Simply Secure

Nutanix

Our SecDL’s defense in-depth model enables automated testing for security during development as well as threat modeling to assess and mitigate customer risk from code changes.