Fri.Aug 23, 2019

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Enterprise Architecture is Dead! Long Live Agile EA!

Corinium

Republished courtesy of Suren Pillay. Orginally published here: [link]. Join Suren at Future Enterprise Systems Africa 2019, 16-17 October, Focus Rooms Sunninghill, Johannesburg ( www.fes-africa.com ).

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Nothing but NumPy: Understanding & Creating Neural Networks with Computational Graphs from Scratch

KDnuggets

Entirely implemented with NumPy, this extensive tutorial provides a detailed review of neural networks followed by guided code for creating one from scratch with computational graphs.

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What Your Employees Need to Learn to Work With Data in the 21st Century

DataCamp

Hugo Bowne-Anderson, data scientist and host of our podcast DataFramed, deconstructs the essential topics and skills that employees need to know to work with data.

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Top Handy SQL Features for Data Scientists

KDnuggets

Whenever we hear "data," the first thing that comes to mind is SQL! SQL comes with easy and quick to learn features to organize and retrieve data, as well as perform actions on it in order to gain useful insights.

IT 121
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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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Is AI Censorship Driving Global Demand For VPN Options?

Smart Data Collective

Artificial intelligence is driving the need for new approaches to censorship. A growing number of governments and corporations are using AI tools to identify content they don’t like and ban customers access to it. Facebook has been using AI technology to detect content they don’t like and impose restrictions to it. A lot of these changes were created in response to concerns that Russia used Facebook ads to influence the American elections.

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Order Matters: Alibaba’s Transformer-based Recommender System

KDnuggets

Alibaba, the largest e-commerce platform in China, is a powerhouse not only when it comes to e-commerce, but also when it comes to recommender systems research. Their latest paper, Behaviour Sequence Transformer for E-commerce Recommendation in Alibaba, is yet another publication that pushes the state of the art in recommender systems.

IT 116

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2019 US Open Predictions: Doubling Down on the Data

DataRobot Blog

A few months ago, DataRobot simulated the Championships at Wimbledon to predict who would win. After following the fortnight of tennis, we anxiously watched the women’s and men’s finals. In the women’s finals, we watched our DataRobot model’s favorite, Serena Williams (odds of winning 22%) handily fall to our model’s fifth favorite, Simona Halep (6%).

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How a Non-Data Scientist Learned R and Delivered Reports 3 Days Faster

DataCamp

Here's the true story of how a non-data scientist learned R and significantly improved business outcomes. Spoiler alert: today, he's a data scientist at DataCamp.

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Business Intelligence Framework That Brings Informed Decision-Making on Board

ScienceSoft

Explore a framework for business analytics we have developed to help businesses approach their BI strategically and make informed decisions.

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Data Science at McKinsey & Company

DataCamp

Find out what moving parts are essential for your organization to be data-driven.

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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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Managing Costs in a Multi-Cloud Environment

Nutanix

With any emerging enterprise technology the “big break” of explosive user growth doesn’t come until there is an obvious financial gain. When it comes to cloud adoption, the big break came when CFOs looked at the cloud model and discovered some interesting economic benefits.

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New Course: Data Science for Managers

DataCamp

Learn the components of a data science workflow and how data science can help your organization. No coding required.

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"Games" are afoot at.NEXT Europe

Nutanix

Our philosophy on.NEXT keynote presentations—much like our products—is all about disruption and delight. We seek presenters who share a passion for shaking up the status quo. Who are resilient and creative in the face of adversity.

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2019 US Open Predictions: Doubling Down on the Data

DataRobot

A few months ago, DataRobot simulated the Championships at Wimbledon to predict who would win. After following the fortnight of tennis, we anxiously watched the women’s and men’s finals. In the women’s finals, we watched our DataRobot model’s favorite, Serena Williams (odds of winning 22%) handily fall to our model’s fifth favorite, Simona Halep (6%).

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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 Hybrid Cloud Approach to Securing Public Cloud

Nutanix

If you are struggling with on-premise security, you would also struggle with cloud security! IT teams are now realizing that my moving to public cloud can amplify your security shortfalls. But thankfully these can also be easily addressed.

IT 20
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Building a Data Pipeline to Clean Dirty Data

Dataiku

A data pipeline is a series of steps that your data moves through. The output of one step in the process becomes the input of the next. Data (typically raw data) goes in one side, goes through a series of steps, and then pops out the other end ready for use or already analyzed.

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Why Security and Compliance are Paramount in the Cloud

Nutanix

Ok, you’ve decided to move to the cloud. You heard there’s a bunch of cool stuff you can do at a fraction of your current IT spend.

IT 20
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Network Visibility Converges Networking and Digital Security

CDW Research Hub

More data is in motion on your network than ever before. This is true for most U.S. enterprises, in every industry. BYOD, remote work, workflow apps and IoT devices—all access the network, whether at the edge or closer to the data center. With the variety and sheer numbers of users, devices and data sources on networks, no two are alike. Most networks are now multi-node and multi-layered, and newer technologies that optimize other performance areas make it harder to secure it all.

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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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Here’s why your business needs product information management

IBM Big Data Hub

Does your company have a single source of truth for your business’ most important data? Then it’s time to learn why you need to invest in product information management.