Sat.Dec 19, 2020 - Fri.Dec 25, 2020

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A Super Useful Month-by-Month Plan to Master Data Science in 2021

Analytics Vidhya

Overview Your quest to understand how to become a data scientist in 2021 ends here Here’s a month on month plan that you can. The post A Super Useful Month-by-Month Plan to Master Data Science in 2021 appeared first on Analytics Vidhya.

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Five Types of Concentration Risks to Monitor in Real Time

Jet Global

We all know the old adage that says “don’t put all of your eggs into one basket.” In the more modern terminology of business, we could rephrase that to say “be careful about concentration risk.”. When an organization is too reliant on one company or market segment to drive revenue or ensure an adequate product supply, it creates concentration risk. In other words, it increases the likelihood that a single point of failure can have a big impact on sales, the supply chain, or the financial health

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DataKitchen’s Best of 2020 DataOps Resources

DataKitchen

We understand that many folks would like to say goodbye and good riddance to 2020. But before we shut the door on such a turbulent, transformative year, we at DataKitchen would like to share the creme de la creme of our DataOps content in hopes that it can help you as you learn about and implement DataOps. We hope you and your family have happy holidays and we look forward to continuing your DataOps journey with you in the new year.

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Doing Power BI the Right Way: 6. Data Modeling Essentials & Best Practices (1 of 2)

Paul Turley

Part of the the series: Doing Power BI the Right Way Data Modeling 101: part 1 (more advanced techniques coming in part 2) A data model is the foundation of analytic reporting. It provides structure and order over information that might otherwise be chaotic and untrustworthy.

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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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Top 14 Artificial Intelligence Startups to watch out for in 2021!

Analytics Vidhya

Overview Reducing company costs, generating customer insights & intelligence, and improving customer experiences are the three most popular ML and AI use cases Here. The post Top 14 Artificial Intelligence Startups to watch out for in 2021! appeared first on Analytics Vidhya.

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Perplexing Impacts of AI on The Future Insurance Claims

Smart Data Collective

We previously talked about the benefits of data analytics in the insurance industry. One report found that big data vendors will generate over $2.4 billion from the insurance industry. However, major advances in AI have arguably affected the insurance industry even more. AI has moved forward in giant leaps over the last ten years, and new developments are being realized every day.

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IT Transformation Vs. Digital Transformation

TreehouseTechGroup

When as the last time you used a product that was not produced, marketed, or distributed digitally? It will surely be an effort to think of one. The rapid rate of change the world is seeing in all ways of living and working today is unlike ever before. From the largest conglomerates to startups, every… The post IT Transformation Vs. Digital Transformation appeared first on Treehouse Tech Group.

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10 Most Popular Data Science Articles on Analytics Vidhya in 2020

Analytics Vidhya

Overview Here is a list of the top 10 articles published this year by Analytics Vidhya The articles have been ranked in descending order, The post 10 Most Popular Data Science Articles on Analytics Vidhya in 2020 appeared first on Analytics Vidhya.

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5 Data-Driven Amazon Ads Ideas to Skyrocket Sales

Smart Data Collective

Data-driven business ideas are becoming more important than ever. A growing number of companies have found that big data is the key to reaching more customers. One of the most important benefits of big data in business is with marketing. We previously touched on a number of ways companies use big data for their marketing. One issue we didn’t talk as much about was using big data for Amazon Ads.

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Inform Your 2021 By Looking At the Most Popular Finance Content of 2020

Jet Global

With 2020 being such an unusual and unexpected year, we’re looking back on our top content from the past 12 months. The lessons we have all learned from the changes 2020 brought can give you an advantage in 2021. COVID-19 brought a new urgency to financial reporting, with businesses needing to have an accurate view of their cash flow in order to inform future planning.

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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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An A-Z Data Adventure on Cloudera’s Data Platform

Cloudera

In this blog we will take you through a persona-based data adventure, with short demos attached, to show you the A-Z data worker workflow expedited and made easier through self-service, seamless integration, and cloud-native technologies. You will learn all the parts of Cloudera’s Data Platform that together will accelerate your everyday Data Worker tasks.

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A Quick Guide to Data science and Machine Learning

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction In today’s time, an enormous amount of data is created in. The post A Quick Guide to Data science and Machine Learning appeared first on Analytics Vidhya.

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Sirius Captures No. 1 Ranking of Top Diversified Managed Services Providers

CDW Research Hub

Sirius’ newly acquired Champion Solutions Group Is 31st on the NextGen 101. San Antonio, TX – 22 December 2020 — Sirius Computer Solutions, Inc. (Sirius), a leading national IT solutions integrator, ranked first in the inaugural 2020 Channel Futures 2020 NextGen 101. Champion Solutions Group, Inc. , a newly acquired Sirius company, also made the list.

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The Most Popular Tax Provision Resources of 2020 to Inform You in 2021

Jet Global

2020 has certainly presented a thorough set of new challenges for tax departments, often requiring them to work even harder in response to the global market fluctuations and changing tax regimes caused by the fallout from COVID-19. Due to the pandemic, governments had to continuously adapt their tax regulations and policies in a bid to support their economies, but this required tax teams to keep in step.

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How to Build an Experimentation Culture for Data-Driven Product Development

Speaker: Margaret-Ann Seger, Head of Product, Statsig

Experimentation is often seen as an aspirational practice, especially at smaller, fast-moving companies who are strapped for time and resources. So, how can you get your team making decisions in a more data-driven way while continuing to remain lean and maintaining ship velocity? In this webinar, Margaret-Ann Seger, Head of Product at Statsig, will teach you how to build an experimentation culture from the ground-up, graduating from just getting started with data-driven development to operating

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Making the Business Case for a Data Catalog

Alation

The post Making the Business Case for a Data Catalog appeared first on Alation.

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Model Risk Management And the Role of Explainable Models(With Python Code)

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Photo by h heyerlein on Unsplash Introduction Similar to rule-based mathematical. The post Model Risk Management And the Role of Explainable Models(With Python Code) appeared first on Analytics Vidhya.

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Coffee with Cloudera Partners: Intel

Cloudera

Meet Angela Gill and Gina Mcfarland, the powerhouse duo leading the Intel/Cloudera relationship. Angela brings technical expertise, while Gina drives the business strategy. By bringing together Intel, a world leader in computing innovation, and Cloudera, the leader in enterprise analytic data management, Cloudera and Intel are able to accelerate the pace of innovation and deliver customer value on an industry-leading platform.

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EGG On Air: How It Started vs. How It’s Going

Dataiku

It’s officially been more than three months since we took EGG, the human-centered AI conference, “on air” and made it a multifaceted virtual experience, complete with three main formats — livestreams , Episodes , and on-demand content. While unique in nature, each format is designed to help us continue our mission of informing, inspiring, and connecting people in the AI community globally, amidst the tumult of 2020 nonetheless!

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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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Streamlining External Data Access to Enrich Analytics

Data Virtualization

Including external data in many forms of analytics and reporting can provide significant enrichment. New business insights can be discovered that would be impossible to unearth by working exclusively with internal data. The good news is that external data is.

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Top Highlights from 10 Powerful Machine Learning Conferences in 2020

Analytics Vidhya

Overview Have a look at the top AI and ML conferences of the year Go through the resources attached with them for a better. The post Top Highlights from 10 Powerful Machine Learning Conferences in 2020 appeared first on Analytics Vidhya.

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Four Factors to Consider when Migrating to Microsoft Business Central Online

Jet Global

Over the past few years, the major ERP vendors have shifted their focus to the cloud. From a technical perspective, that has required a delicate balancing act, managing tradeoffs between the old and the new. In other words, software publishers have sought to minimize the level of disruption for existing ERP customers while modernizing business applications, increasing integration, and adding important new functionality.

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AI for Good: What We’ve Been Up to in 2020

Dataiku

At Dataiku, we think we’ll see even more conversations surrounding the topic of Responsible AI in 2021, as it is critical to managing and addressing the societal impacts of AI. Encouraging transparent processes (and not black-box approaches) and implementing features in order to detect and prevent algorithmic bias will remain at the core of who we are and what we do.

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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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ETL Antipattern: Ignoring the “Why?”

Tim Mitchell

In this final post in my ETL Antipatterns series, I’ll talk about a common big-picture mistake when building ETL processes: ignoring the fundamental question, “why are we doing this?” ETL Antipattern: ignoring the “why?” When I first began my consulting career more than ten years ago, most of my work was transactional. I’d be assigned to a project and would.

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Using Predictive Power Score to Pinpoint Non-linear Correlations

Analytics Vidhya

ArticleVideos Image by Author In statistics, correlation or dependence is any statistical relationship, whether causal or not, between two random variables or bivariate data. The post Using Predictive Power Score to Pinpoint Non-linear Correlations appeared first on Analytics Vidhya.

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A Day in the Life of a Customer Success Manager

Teradata

Data is the lifeblood of organizations, bringing information to various departments and functions. Keeping data healthy can be simple with good hygiene, but this is easier said than done.

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The Dataiku AI Lab: 2020 Year in ML Research

Dataiku

This was the first full year of operation for the AI Lab, and it has undoubtedly embedded Dataiku into the machine learning (ML) research community. Here’s what we were up to in 2020 and how you might see this research impact the broader world of ML as well as the direction of Dataiku’s offerings to come.

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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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ETL Antipattern: Ignore the Logging

Tim Mitchell

In my last ETL Antipatterns post, I wrote about the unexciting but very necessary work of documenting ETL processes. The logging of ETL operations is just as (un)captivating as documentation, but is equally as important in the support of data movement and transformation processes. In this post, I’ll discuss a common misstep in ETL process management: ignoring the logs.

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Multilingual languages in Natural Language Processing: Targeting Low Resource Indian Languages

Analytics Vidhya

Introduction A language is a systematic form of communication that can take a variety of forms. There are approximately 7,000 languages believed to be. The post Multilingual languages in Natural Language Processing: Targeting Low Resource Indian Languages appeared first on Analytics Vidhya.

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Regulation as a Service: A Win-Win

Teradata

The banking industry has a regulatory problem. Both sides of the regulatory fence are now working on a more holistic, rules-based system that, if done well, could become a competitive advantage.

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How to Evaluate Data Catalog Software

Alation

The post How to Evaluate Data Catalog Software appeared first on Alation.

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Strategic CX: A Deep Dive into Voice of the Customer Insights for Clarity

Speaker: Nicholas Zeisler, CX Strategist & Fractional CXO

The first step in a successful Customer Experience endeavor (or for that matter, any business proposition) is to find out what’s wrong. If you can’t identify it, you can’t fix it! 💡 That’s where the Voice of the Customer (VoC) comes in. Today, far too many brands do VoC simply because that’s what they think they’re supposed to do; that’s what all their competitors do.