Mon.Nov 25, 2019

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Moving AI and ML from research into production

O'Reilly on Data

In this interview from O’Reilly Foo Camp 2019, Dean Wampler, head of evangelism at Anyscale.io, talks about moving AI and machine learning into real-time production environments. Highlights from the interview include: Facilitating the transition from research to production in a robust way introduces a number of complications, Wampler says, including governance, GDPR, and traceability rules.

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Top 8 Data Science Use Cases in Marketing

KDnuggets

In this article, we want to highlight some key data science use cases in marketing. Let us concentrate on several instances that present particular interest and managed to prove their efficiency in the course of time.

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Get Ready For These Six 2020 Business Intelligence Trends

Smart Data Collective

More and more often, businesses are using data to drive their decisions — which makes cutting-edge analytics and business intelligence strategies one of the best advantages a company can have. New technologies, especially those driven by artificial intelligence (or AI), are changing how businesses collect and extract usable insights from data. Here are the six trends you should be aware of that will reshape business intelligence in 2020 and throughout the new decade. 1.

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Would you buy insights from this guy? (How to assess and manage a Data Science vendor)

KDnuggets

With all the hype from data science vendors selling "actionable insights" to boost your company's bottom line, selecting your analytics partner should proceed through the same, careful process as any traditional business endeavor. Follow these questions and best practices to ensure you manage accordingly.

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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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Without data, the journey to AI is like a trek through the desert, sans compass

IBM Big Data Hub

James Fisher & Sons had hearty ambitions to build predictive maintenance capabilities for its customers' subsea cables -- but lacked the right data to do so. In a creative pivot, the IBM Data Science and AI Elite team delivered more than what the heritage engineering company bartered for -- with an entire roadmap for their data science strategy.

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Tableau Conference 2019 Starting A New Chapter

DataRobot Blog

by Jen Underwood. And so it begins…Tableau enters the Salesforce era. This year Tableau Conference, the world’s largest gathering of data enthusiasts, continued to grow with over 18,000 attendees joining the party in. Read More.

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Can The Fast-Moving Consumer Goods Industry Keep Up The Pace?

Anmut

Unilever, Kraft Heinz, Kimberly-Clark, Nestlé and Diageo. Just a small selection of the heavyweights that have benefitted from the success of the fast-moving consumer goods industry over the last decades. These companies have achieved success by leveraging strong retail relationships and driving down costs through mass production. But as consumer behaviours and habits shift towards the personalised products and subscription-based services that e-commerce is able to offer, these big players are f

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Legacy to Next-gen: Evaluating Your Endpoint Security

CDW Research Hub

Protecting endpoints against evolving threats is challenging. Malware is getting more and more evasive. Endpoints are gaining in volume, disparity, and distance from your data center. Your legacy anti-virus (AV) is no longer up to the task. Leaving legacy behind. Signature-based methodologies are outdated. Developed and iterated since the 1980s, this is the best-understood method for handling malicious file-based attacks.

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Top Stories, Nov 18-24: How to Speed up Pandas by 4x with one line of code; Python, Selenium & Google for Geocoding Automation: Free and Paid

KDnuggets

Also: Automated Machine Learning Project Implementation Complexities; Text Encoding: A Review; The Notebook Anti-Pattern; Data Science for Managers: Programming Languages; 10 Free Must-read Books on AI.

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Cost Management Tips for Your Private Cloud

Nutanix

Private clouds offer some very distinct benefits to IT teams. Most notably, security and predictability have become synonymous with private clouds.

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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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AI Simplified: What Computers Are Good At

DataRobot

Is AI taking over our jobs? Will AI replace the need for humans? No. Think of the rise of AI as a way of enhancing us, not replacing us. Colin Priest, VP of AI Strategy at DataRobot, explains when to use AI to complete a task and when to turn to a human.

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Cost Management Tips for Your Private Cloud

Nutanix

Private clouds offer some very distinct benefits to IT teams. Most notably, security and predictability have become synonymous with private clouds.

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MEA Data Leaders Focused On Advanced Analytics

Corinium

The role of a CDAO will naturally evolve with their company’s data maturity, and our research shows that this evolution is well underway in organisations across the Middle East and Africa. To determine the current state of data analytics in the Middle East and Africa, we conducted a representative survey of 87 senior data analytics leaders from across the region to create our 2020 State of Data & Analytics MEA report.

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