Wed.Dec 08, 2021

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AI, Analytics, Machine Learning, Data Science, Deep Learning Research Main Developments in 2021 and Key Trends for 2022

KDnuggets

2021 has almost come and gone. We saw some standout advancements in AI, Analytics, Machine Learning, Data Science, Deep Learning Research this past year, and the future, starting with 2022, looks bright. As per KDnuggets tradition, our collection of experts have contributed their insights on the matter. Read on to find out more.

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Top 10 Articles Published in 2021 on Analytics Vidhya

Analytics Vidhya

Introduction Our long-time followers know how much writing is at the core of this organization. After all, writing data science articles is from where it all started. And with each passing year, we have achieved nothing short of miracles with this intention to teach people with our words. At the end of 2021, we are […]. The post Top 10 Articles Published in 2021 on Analytics Vidhya appeared first on Analytics Vidhya.

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Data-Driven in 2022: Data Management Opportunities in the Year Ahead

DataKitchen

The post Data-Driven in 2022: Data Management Opportunities in the Year Ahead first appeared on DataKitchen.

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Stress Detection using AutoML: FEDOT Framework

Analytics Vidhya

This article was published as a part of the Data Science Blogathon Background In the current times, stress has become one of the prominent portions of our lives. Detecting stress is one of the key elements towards improving a person’s health. In this article, we will study how stress detection can be done using AutoML by […]. The post Stress Detection using AutoML: FEDOT Framework appeared first on Analytics Vidhya.

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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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Building a solid data team

KDnuggets

How do you put together a solid data science team when it comes to developing data-driven products? A variety of roles are available to consider, so which ones do you need and which are most crucial?

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What does numpy.random.seed() do?

Analytics Vidhya

This article was published as a part of the Data Science Blogathon Introduction What is numpy.random.seed? Are you confused about what number to feed in the seed? For what situation can I use this function? In case you have any of these or all questions in your mind. You have come to the right place. This article will answer […]. The post What does numpy.random.seed() do?

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AI has Driving Innovation in the Flooring Industry

Smart Data Collective

A number of industries have been affected by artificial intelligence technology. It is no surprise that more businesses are using AI as they discover the benefits it has to offer. The benefits of AI is more obvious to some businesses than others. However, some industries are discovering the wonderful benefits of AI in unexpected ways. For example, the flooring industry has been heavily influenced by advances in AI technology.

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How Data Scientists Can Get the Ear of CFOs (And Why You Want It)

KDnuggets

Hey, data scientists! Here’s how to bend your CFO’s ear, equip your company with high-quality analysis, and boost your value and career in the process.

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Data Security Considerations Pertaining to HIPAA Fax

Smart Data Collective

Data security is very important in any industry. You have to take all possible measures to make sure data is properly encrypted and secured. However, data protection is even more important in the healthcare sector. There are special regulations regarding patient data, which you must carefully adhere to. These data protection regulations even apply to things like sending faxes.

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Achieving Trusted AI With Model Interpretability

Dataiku

AI is increasingly at the center of our most critical customer interactions — it drives decisions about how we treat customers, how we respond, how we service, and what we recommend to customers.

Modeling 105
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From Developer Experience to Product Experience: How a Shared Focus Fuels Product Success

Speaker: Anne Steiner and David Laribee

As a concept, Developer Experience (DX) has gained significant attention in the tech industry. It emphasizes engineers’ efficiency and satisfaction during the product development process. As product managers, we need to understand how a good DX can contribute not only to the well-being of our development teams but also to the broader objectives of product success and customer satisfaction.

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The Right Tool and Advantages of Analyzing Lifetime Value and Churn

BizAcuity

iGaming as an industry is expanding like never before. The COVID-19 pandemic is partly responsible for this growth. The years 2019 and 2020 have seen a spike in mobile gaming as a whole because people have been finding it extremely difficult to cope with social isolation and finally got some respite in such platforms. The business has therefore touched heights hitherto unknown.

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Delivering High Performance for Cloudera Data Platform Operational Database (HBase) When Using S3

Cloudera

CDP Operational Database (COD) is a real-time auto-scaling operational database powered by Apache HBase and Apache Phoenix. It is one of the main Data Services that runs on Cloudera Data Platform (CDP) Public Cloud. You can access COD right from your CDP console. With COD, application developers can now leverage the power of HBase and Phoenix without the overheads related to deployment and management.

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Holiday Strategy for Ransomware Recovery

CDW Research Hub

What better time to strike than over the holidays, when employees are enjoying extra days off? With the holidays upon us, employees are looking forward to spending time with families and friends. Unfortunately, the holidays can also bring an increased risk of data breaches. Cybercriminals frequently strike during holidays when IT staff are likely to be taking time off, giving hackers the opportunity to attempt credential variations and more time to expand their reach to more devices and accounts

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The Best Time to Kickstart Your Data Strategy Was Yesterday, the Next Best Time Is Now

Cloudera

About the report. The Cloudera Enterprise Data Maturity Report is a global survey of 3,150 business and IT decision makers assessing organizations’ maturity when it comes to their current capabilities and handling of data and analytics. Organizations were evaluated based on their current use of data and analytics, parties championing the use of data and the extent to which data is used across processes, the presence of enterprise data strategies, and the extent to which capabilities relating to

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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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KDnuggets™ News 21:n46, Dec 8: How to Get Certified as a Data Scientist; 5 Practical Data Science Projects That Will Help You Solve Real Business Problems for 2022

KDnuggets

How to Get Certified as a Data Scientist; 5 Practical Data Science Projects That Will Help You Solve Real Business Problems for 2022; 2021: A Year Full of Amazing AI papers — A Review; What Does a Data Scientist Do?; A $9B AI Failure, Examined.

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A Migration is Like Moving!

Teradata

Think of any upgrade, migration, or competitive migration, which at Teradata is known as “Sweep,” as if it were a move of your residence, which of course, it is - for your business.

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What does a data scientist do? Breaking down the responsibilities of data scientists

DataCamp

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Nutanix Frame Now Available in Azure Marketplace!

Nutanix

And now, we are excited to announce that we are providing even more flexibility by allowing customers to purchase their Frame subscription directly through the Azure® Marketplace!

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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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Customer Analytics and AI: Better Together

DataRobot

Companies are always looking for better strategies for reaching customers—to deliver better services, products, and value. These days, most seem to understand the importance of AI-driven decision-making for their businesses. But many struggle to turn the data they collect into true, actionable insights that can increase ROI. As noted in this report from Forrester®, “four out of five global data and analytics decision makers say that their firms want to become more data-driven and perform more ad