Sat.Nov 07, 2020 - Fri.Nov 13, 2020

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Diving Deeper into the Data Lake

David Menninger's Analyst Perspectives

A data lake is a centralized repository designed to house big data in structured, semi-structured and unstructured form. I have been covering the data lake topic for several years and encourage you to check out an earlier perspective called Data Lakes: Safe Way to Swim in Big Data? for background. Our data lake research has uncovered some points to consider in your efforts, and I’d like to offer a deeper dive into our findings.

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5 Reasons Technical Support is Essential in the Big Data Age

Smart Data Collective

In an age where data plays a fundamental role in every aspect of our lives, it’s relatively simple to find the answers that we need. You can conduct a Google query and you’ll quickly find thousands of helpful webpages, YouTube videos, and blogs dealing with the issue. Big data has made it possible to store information on virtually everything. Unfortunately, the growing reliance on big data hasn’t come without a cost.

Big Data 140
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Measuring Fairness in Machine Learning Models

Dataiku

In our previous article , we gave an in-depth review on how to explain biases in data. The next step in our fairness journey is to dig into how to detect biased machine learning models.

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A Guide to Data Types in MySQL for Data Science Beginners

Analytics Vidhya

Overview Know about the various data types in MySQL Understand how to use these data types can be used in different scenarios Introduction. The post A Guide to Data Types in MySQL for Data Science Beginners appeared first on Analytics Vidhya.

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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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Maker Tools for Information Workers

Juice Analytics

We are makers in our work. Whether designing a marketing campaign, creating a presentation, or building a spreadsheet, information workers spend a lot of time creating stuff. And we want better tools to do all that making. How far have these tools come? In some cases, the complex desktop tools have been replaced by nimble, web-based (and often less feature-rich) options.

Sales 144
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The Future of Enterprise Architecture

erwin

The business challenges facing organizations today emphasize the value of enterprise architecture (EA) , so the future of EA is closer than you think. Are you ready for it? See also: What Is Enterprise Architecture? . COVID-19 has forced organizations around the globe to re-examine or reimagine themselves. However, even in “normal times,” business leaders need to understand how to grow, bring new products to market through organic growth or acquisition, identify new trends and opportunities, de

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Entropy – A Key Concept for All Data Science Beginners

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction Entropy is one of the key aspects of Machine Learning. It. The post Entropy – A Key Concept for All Data Science Beginners appeared first on Analytics Vidhya.

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Veterans Day: What Service Means to Clouderan Vets

Cloudera

Around the world, a number of countries celebrate November 11 as a day to give thanks and recognition for their veterans. Originally designated to honor the end of World War I ( Armistice Day and Remembrance Day ), in some countries it is now used to pay respect to all veterans ( Veterans Day ). . Year after year, we use this time to express our support and appreciation to those who have served in the military.

IT 123
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Hospitals Make Massive Inroads on COVID-19 Battle with EMS Data

Smart Data Collective

We have previously talked about some of the biggest ways that policy makers and the healthcare sector are using big data to fight COVID-19. Their approach has evolved in recent weeks, as they find ways to use EMS data to streamline their response. EMS Data Changes the Roadmap to Fighting COVID-19. COVID-19 has changed how hospitals and EMS services function dramatically.

Big Data 122
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Forecasting for Retail and CPG in 2020

Dataiku

While the backdrop of 2020’s global health crisis and economic uncertainty makes heading into the holiday season quite unlike years past, the U.S. is still slated to drive online sales growth. According to eMarketer , both Black Friday and Cyber Monday shopping days are positioned to surpass $10 billion in e-commerce sales, with their projected totals up 39% and 38% from last year, respectively.

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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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8 Thoughts on How to Transition into Data Science from Different Backgrounds

Analytics Vidhya

Overview Looking to transition into data science? Here are 8 paths for a non-data science person to land a role in this space The. The post 8 Thoughts on How to Transition into Data Science from Different Backgrounds appeared first on Analytics Vidhya.

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Expediting SQL Workers means Expediting your Business

Cloudera

Two of the more painful things in your everyday life as an analyst or SQL worker are not getting easy access to data when you need it, or not having easy to use, useful tools available to you that don’t get in your way! As one of my dear customers, a data worker in Pharma, said to me: “I really don’t care about bells and whistles, I just want to get my task done.

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Predictive Analytics is a Proven Salvation for Nonprofits

Smart Data Collective

Artificial intelligence and data analytics are two of the fasting-growing forms of technology for saving money in the world of business. Most companies achieve this goal by cutting down on labor hours, since labor is one of their biggest expenses. There are certainly downsides to that approach, with job security being high on the list. However, in the world of nonprofits, where so many volunteers work, every job that can be done by a computer means one more set of hands that can be working on so

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Random Network Distillation: A New Take on Curiosity-Driven Learning

Dataiku

Last time , we learned about curiosity in deep reinforcement learning. The idea of curiosity-driven learning is to build a reward function that is intrinsic to the agent (generated by the agent itself). That is, the agent is a self-learner, as he is both the student and its own feedback teacher.

IT 105
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Entity Resolution Checklist: What to Consider When Evaluating Options

Are you trying to decide which entity resolution capabilities you need? It can be confusing to determine which features are most important for your project. And sometimes key features are overlooked. Get the Entity Resolution Evaluation Checklist to make sure you’ve thought of everything to make your project a success! The list was created by Senzing’s team of leading entity resolution experts, based on their real-world experience.

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14 Must-Have Skills to Become a Data Scientist (with Resources!)

Analytics Vidhya

Overview Understand the top 14 must-have skills to be an employable data scientist Have a look at the suggested resources to enhance your understanding. The post 14 Must-Have Skills to Become a Data Scientist (with Resources!) appeared first on Analytics Vidhya.

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Extreme data center pressure? Burst to the cloud with CDP!

Cloudera

A tale of two organizations. Here at Cloudera, we’ve seen many large organizations struggle to meet ever-changing and ever-growing business demands. We see it everywhere. Traditional on-premise architectures, which create a fixed, finite set of resources, forces every business request for new insight to be a crazy resource balancing act, coupled with long wait times, or a straight-up no, it cannot be done.

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4 Spectacular Ways Conversational AI Improves Customer Experiences

Smart Data Collective

You may not have heard of conversational AI in customer service. However, it is already making a big imprint on the industry. This year, companies spent $4.5 billion on AI for customer service applications. The benefits of conversational AI are very clear. Providing a great customer experience is the core of every successful business. , In order to achieve this goal, you need to do whatever it takes to keep your customers happy.

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Decoding NLP Attention Mechanisms Towards Transformers: Overview and Intuition

Dataiku

Arguably more famous today than Michael Bay’s Transformers , the transformer architecture and transformer-based models have been breaking all kinds of state-of-the-art records. They are (rightfully) getting the attention of a big portion of the deep learning community and researchers in Natural Language Processing (NLP) since their introduction in 2017 by the Google Translation Team.

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The Big Payoff of Application Analytics

Outdated or absent analytics won’t cut it in today’s data-driven applications – not for your end users, your development team, or your business. That’s what drove the five companies in this e-book to change their approach to analytics. Download this e-book to learn about the unique problems each company faced and how they achieved huge returns beyond expectation by embedding analytics into applications.

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Create Your Own Movie Movie Recommendation System

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction “This is part of the Content Editor Internship” “Every time I. The post Create Your Own Movie Movie Recommendation System appeared first on Analytics Vidhya.

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True workplace diversity goes beyond gender parity

Cloudera

Diversity takes on many forms around us. Think of a garden, an orchestra, and the example that’s easiest to relate to: food. While every ingredient has its unique taste, combining them in the right amount will result in a delicious dish. If we understand the value of diversity, why is workplace diversity still a big challenge for many companies? D&I’s progress limited a narrow view of diversity.

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How to Make the Most of Big Data Analytics in Your Business

Teradata

Big data's growth and its impact on business is undeniable. But how do you make the most of your data analytics to create real business value? Find out more.

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What It Will Take to Make AI Likeable

Dataiku

We’ve all heard the scary stories, like the cyberattack in Atlanta (to name just one). We’ve all read the terrifying headlines: In Baltimore and Beyond, Stolen N.S.A. Tool Wreaks Havoc , I’m developing AI that can read emotions. It’s not as creepy as it sounds. Yes, it is….

IT 88
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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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Introduction to Spark MLlib for Big Data and Machine Learning

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Overview With the demand for big data and machine learning, this article. The post Introduction to Spark MLlib for Big Data and Machine Learning appeared first on Analytics Vidhya.

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Big Data Creates Massive Changes for the Game of Golf

Smart Data Collective

All the way back in the 15 th century, golf emerged on the sports scene and to this day, it remains one the most popular sports worldwide. It has maintained its originality and etiquette, even in its modern form. However, just like other traditional sports and hobbies, it is not immune to changes brought on by new technology. Since its conception, many individual athletes and teams have optimized their performances with the latest technology while enhancing entertainment value for fans.

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4 Recommendations for Maximizing ROI in Artificial Intelligence Solutions

CDW Research Hub

Artificial intelligence (AI) applications are becoming pervasive across all industries, and at companies of all sizes. In fact, most companies have a long line of AI use cases identified, in development, or already in productive use. As AI use cases start meeting their initial business objectives, initial infrastructure decisions can either accelerate the deployment of subsequent use cases or stall them.

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Learning to Think Like a Data Scientist

Insight

Shifting from a research-oriented mindset to business-relevant, product-driven thinking. Continue reading on Insight ».

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Reimagined: Building Products with Generative AI

“Reimagined: Building Products with Generative AI” is an extensive guide for integrating generative AI into product strategy and careers featuring over 150 real-world examples, 30 case studies, and 20+ frameworks, and endorsed by over 20 leading AI and product executives, inventors, entrepreneurs, and researchers.

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Text Mining Simplified – IPL 2020 Tweet Analysis with R

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction Text mining utilizes different AI technologies to automatically process data and. The post Text Mining Simplified – IPL 2020 Tweet Analysis with R appeared first on Analytics Vidhya.

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Designing Visual Appendices for Your Next Report—In Under an Hour

Depict Data Studio

A couple years ago, I worked on this report: This report summarized survey responses from both universities and their students. Even with hundreds of survey responses and dozens of survey questions, we kept the report’s body to just six pages! How’d we choose which findings to include in the report’s main body?! That can be a daunting task. But it doesn’t have to be.

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Boost Your Customer Experience with Better Payment Conversions

Teradata

With digital payments on the rise, payment processing has become more complex. Fortunately, advanced data technologies can create better customer experience via streamlined payment processes.

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How to Know if Your Security Stack Is “Just Right”

CDW Research Hub

When someone tells you that “you get what you pay for,” it’s usually because they want to convince you to spend more or because they want to point out that a decision based on price alone won’t get you the best option. What’s implied is that if you spend more, you get better results. But is that really true? Staying ahead of increasing and evolving cybersecurity threats is a continuous effort that requires both a relentless focus on advancing your security posture and an optimized security stack

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Your Expert Guide to CX Orchestration & Enhancing Customer Journeys

Speaker: Keith Kmett, Principal CX Advisor at Medallia

Join Keith Kmett, Principal CX Advisor, in this new webinar that will focus on: Understanding CX Orchestration Fundamentals: Gain a solid understanding of what CX orchestration is, its significance in the customer experience landscape, and how it plays a crucial role in shaping customer journeys. This includes the key concepts, strategies, and best practices involved in CX orchestration. 🔑 Connection to Customer Journey Maps: How to effectively integrate customer journey mapping into the