Mon.Dec 09, 2019

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Laying the Foundations for AI Success

Corinium

AI is now well into its ‘early adoption’ phase, with businesses throughout the Middle East and Africa clamoring to launch new initiatives.

IT 332
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Game Theory 101: Decision Making in a Competitive Scenario using Normal Form Games

Analytics Vidhya

Overview Game Theory can be incredibly helpful for decision making in competitive scenarios Understand the concept of Normal Form Games in the context of. The post Game Theory 101: Decision Making in a Competitive Scenario using Normal Form Games appeared first on Analytics Vidhya.

Analytics 277
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The 4 Hottest Trends in Data Science for 2020

KDnuggets

The field of Data Science is growing with new capabilities and reach into every industry. With digital transformations occurring in organizations around the world, 2019 included trends of more companies leveraging more data to make better decisions. Check out these next trends in Data Science expected to take off in 2020.

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Building Data Dashboards for Business Professionals

Sisense

Blog. Everyone wants to get more out of their data, but how exactly to do that can leave you scratching your head. Our BI Best Practices demystify the analytics world and empower you with actionable how-to guidance. Preserving insights. One of the biggest pitfalls in data is the preservation of insights when analysis is handed off from the data team to a business professional.

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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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Moving Predictive Maintenance from Theory to Practice

KDnuggets

Here are four common hurdles that need to be overcome before tapping into the benefits of predictive maintenance.

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Cloud Data Science News in 60, Beta #5

Data Science 101

In case you don’t have time or the patience to read the entire post, Cloud Data Science News – Beta #5 ; you can watch the quick 60 second overview. Tons of machine learning news out of Amazon AWS. If you would like to get the updates as a weekly email, you sign up for the Newsletter.

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The Madness of Data (and analytics) Governance

Andrew White

One of my client inquiries Friday repeated a sad refrain I hear all too often. In this case it was a public sector agency. The outline of the call went as follows: I was taking to a central state agency who was organizing a data governance initiative (in their words) across three other state agencies. All four agencies had reported an independent but identical experience with data governance in the past.

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Top Stories, Dec 2-8: How to Speed up Pandas by 4x with one line of code; 10 Free Top Notch Machine Learning Courses

KDnuggets

Also: Data Science Curriculum Roadmap; Enabling the Deep Learning Revolution; The Essential Toolbox for Data Cleaning; A Non-Technical Reading List for Data Science; The Future of Careers in Data Science & Analysis.

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How much value do your dashboards deliver? Find out more from the Data Insight dashboard experts.

Data Insight

Dashboards are all about having interactive data visualisations, that provide businesses with the latest insights at the tip of their fingers – accessible instantly, and always updated with the latest data. They transform raw data into something meaningful. While the concept is great in practice, the reality is that it doesn’t always work so well. Common problems include an overload of information (making the user have to spend time interpreting what it all means), lack clear insights leading to

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DeepMind Unveils MuZero, a New Agent that Mastered Chess, Shogi, Atari and Go Without Knowing the Rules

KDnuggets

The new model showed great improvements over the previous AlphaZero agent.

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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 Dec 8)

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. Alex Linden ‘s note, focused on organizational pitfalls of Machine Learning initiatives , entered the charts two weeks ago and last week ran up the charts to top spot! Enjoy.

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Blockchain Expo Recap: What’s Buzzing in Blockchain?

CDW Research Hub

Blockchain conferences used to focus on cryptocurrency, disruption and hackathons. However, recent attendance at the Blockchain Expo North America showed a significant shift in the blockchain landscape. There is now less focus on cryptocurrency and more on achievable business value. More and more large organizations are no longer questioning if blockchain is worth the time and instead have a strong appetite for incorporating blockchain throughout their enterprise.

IoT 52
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Data Analytics: How to Know the Right Business Questions to Ask

Teradata

Identifying and focusing on priority analytic use cases within your organization will ensure you are asking the right business questions. Find out more.

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Pharmaceutical Industry As The Next Frontier For Data-Driven Leadership

Bruno Aziza

Pharmaceutical Industry Faces Opportunity for Data-Driven Transformation

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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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Data Analytics: How to Know the Right Business Questions to Ask

Teradata

Identifying and focusing on priority analytic use cases within your organization will ensure you are asking the right business questions. Find out more.

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Going Beyond NetSuite Saved Searches to Meet Financial Reporting Needs

Jet Global

Compared to the information retrieval tools available in most other ERPs, NetSuite’s Saved Searches feature offers a lot to like. It’s intuitive to use, tracks down information quickly, and returns precise results. Generally, Saved Searches make finding anything within the ERP easy and accessible to all. As companies become more and more data-driven, it’s important to understand how each tool used to access that data fits into the overall strategy.

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The trinity of errors in applying confidence intervals: An exploration using Statsmodels

O'Reilly on Data

Three reasons why confidence intervals should not be used in financial data analyses. Recall from my previous blog post that all financial models are at the mercy of the Trinity of Errors , namely: errors in model specifications, errors in model parameter estimates, and errors resulting from the failure of a model to adapt to structural changes in its environment.

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What Will Keep 97% of CFOs Awake Tonight?

Jet Global

Only about three percent of CFOs will sleep well tonight, leaving the other 97 percent tossing and turning. Why? It has nothing to do with a lumpy mattress and everything to do with their financial reporting process. According to a recent survey of more than 900 CFOs and senior finance professionals across the globe, worrying about their organization’s reporting processes or deadlines is causing the vast majority of CFOs to lose some quality shut-eye.

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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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Data Science Fails: If It Looks Too Good To Be True

DataRobot

You’ve probably seen amazing AI news headlines such as: AI can predict earthquakes. Using just a single heartbeat, an AI achieved 100% accuracy predicting congestive heart failure. A new marketing model is promising to increase the response rate tenfold. It all seems too good to be true. But as the modern proverb says, "If it seems too good to be true, it probably is.".