Sat.May 15, 2021 - Fri.May 21, 2021

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Federated Learning – A Beginners Guide

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon. Introduction Artificial Intelligence is a forever emerging and advancing technology. The post Federated Learning – A Beginners Guide appeared first on Analytics Vidhya.

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Data Privacy in the Digital Age: A Right or a Luxury?

Smart Data Collective

The right to privacy is widely regarded as a fundamental human right. A growing number of people are expressing concerns about their desire to have privacy protected. One poll found that 93% of Americans would switch to a new brand that protected their privacy better. But if that’s so, why does it seem increasingly unattainable in the modern age?

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How XOps Is Hoping to Unite All the Disparate Ops Disciplines Under One Banner

DataKitchen

The post How XOps Is Hoping to Unite All the Disparate Ops Disciplines Under One Banner first appeared on DataKitchen.

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Data Science Can Help Business Growth During COVID-19

TDAN

COVID-19 has made companies large and small pivot their businesses. They might change the variety of products, freeze hiring, or let employees go to stay afloat. There is a way to avoid some of these undesirable situations with the use of big data. Companies need to tighten their purse strings as the future of the […].

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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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Artificial Intelligence Vs Machine Learning Vs Deep Learning: What exactly is the difference ?

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon. Artificial Intelligence, Machine Learning and, Deep Learning are the buzzwords of. The post Artificial Intelligence Vs Machine Learning Vs Deep Learning: What exactly is the difference ? appeared first on Analytics Vidhya.

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How Data Analytics Improves Customer Journeys Behind the Scenes

Smart Data Collective

Big data has been highly important to modern organizations. Companies have started using data analytics to better reach their customers and improve their conversions. Online companies in particular have become highly dependent on big data to grow their customer bases. Before data analytics was widely used, nearly every decision a business manager would make was essentially the result of guesswork.

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#ClouderaLife Spotlight: Kathleen Merto, Early Talent Program Manager

Cloudera

Meet Kathleen Merto. To her colleagues, she’s Kat. . She works on our Emerging Talent team managing the hiring process for Interns and entry level roles. It’s a job she feels passionately about, so much so that she was eager to give her whole team a shout out! . Kat fell into the perfect career path for her. Growing up, she witnessed her mom, a nurse of 41 years now, dedicate so much of herself to helping others.

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SMS Spam Detection Using LSTM – A Hands On Guide!

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction In today’s world, almost everyone is using a mobile. The post SMS Spam Detection Using LSTM – A Hands On Guide! appeared first on Analytics Vidhya.

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What to Consider When Choosing a Masters in Business Analytics

Smart Data Collective

Making a decision about your further education and career should not be done lightly. Often, it is a large investment, and you will need to dedicate a lot of time and energy to learning new skills or developing existing ones. When completing a business analytics masters online, you will be taking a flexible course that works for you, letting you customize the degree to suit the industry you work in and allowing you to continue working alongside your studies.

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Is Data an Asset in Real Estate?

TDAN

How is the multi-billion real estate sector doing in a data-driven world? The industry sits on loads of data gathered about property, their use and its inhabitants. However, its players can’t benefit from this wealth of information due to slow digitization — internal data is frequently enclosed in silos, and access to external data sources […].

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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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Procurement Report & Dashboard: Templates, Metrics, Tools

FineReport

Nowadays, more and more companies choose digital procurement as one of their long-term cost-saving strategies. The importance of procurement reports is becoming more and more prominent. Here, we introduce the definition and importance of purchase reports and provide templates and guidelines to inform you how to write an appropriate purchase report. What Is a Procurement Report?

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Machine Learning Automation using EvalML Library

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction Machine Learning is one of the fastest-growing technology in the. The post Machine Learning Automation using EvalML Library appeared first on Analytics Vidhya.

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Factors Influencing the Cost of Developing an AI-Based Smart Home App

Smart Data Collective

Artificial intelligence is becoming a major focus of our lives. It is affecting some of the most intimate elements of our lives, such as our homes. As we stated before, AI has played a role in driving the direction of the smart home market. A growing number of people live in smart homes these days, which rely on complicated AI technology. As of 2021, connected home devices are used by approximately 12.5% of households in the United States.

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Tales & Tips from the Trenches: Demystifying Edge Computing

TDAN

With increasing number of Internet of Things (IoT) getting connected and the ongoing boom in Artificial Intelligence (AI), Machine Learning (ML), Human Language Technologies (HLT) and other similar technologies, comes the demanding need for robust and secure data management in terms of data processing, data handling, data privacy, and data security.

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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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What’s new in CDP Private Cloud 1.2?

Cloudera

CDP (Cloudera Data Platform) Private Cloud 1.2 was recently released and builds on the success of CDP Private Cloud Base (see the 7.1.6 release blog ). While Private Cloud Base is the ideal modernization of both CDH and HDP deployments for traditional workloads, Private Cloud adds cloud-native capabilities. In this blog, we’ll cover the complete range of new capabilities and updates for CDP Private Cloud as a whole (the platform) as well as for both the CDW (Cloudera Data Warehouse) and CML (Clo

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Complete Guide to Expectation-Maximization Algorithm

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction In most of the real-life problem statements of Machine learning, The post Complete Guide to Expectation-Maximization Algorithm appeared first on Analytics Vidhya.

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How Data Can Help You Invest Wisely In Your Business

Smart Data Collective

With the digital era came something that makes companies’ jobs easier: data mining. The issue is not that there was no such thing before. Data mining has been around for a long time, but then, only marketing companies did it and in a very artisan way. Now, algorithms do the hard work for you. Knowing your consumer, his or her behavior, and shopping preferences is a good way to target publicity and push some items over others.

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Connecting Your Data Mesh with DataOps

DataKitchen

The post Connecting Your Data Mesh with DataOps first appeared on DataKitchen.

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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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Data Storytelling and Photo Composition

Juice Analytics

Photographers are intentional, and often instinctual, about how they arrange elements to capture and hold the attention of their viewers. Composition is the term for the art of composing an image through framing. While there are “rules of thumb” for how to compose photographs (or any visual expression), visual artists would just as quickly say that great composition is beyond rules, subjective, and a natural ability.

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Traditional vs Deep Learning Classification Models | An Empirical Study!

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon 1. Introduction In this work, we present the relationship of model. The post Traditional vs Deep Learning Classification Models | An Empirical Study! appeared first on Analytics Vidhya.

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Data Analytics Assures Quality Assurance with Software Development Outsourcing

Smart Data Collective

The software development industry is growing at a healthy pace. It is estimated to be worth $429.6 billion this year. That figure is projected to grow over 11% a year and will be worth over $911 billion in 2028. A lot of different factors are contributing to the changes that are being observed in the software development market. New advances in data analytics and a wealth of outsourcing opportunities have contributed.

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PODCAST: AI for Digital Enterprise – Episode 7: How Global In-house Centers are powering AI enabled transformation

bridgei2i

PODCAST: AI for the Digital Enterprise. Episode 7: How GICs are powering AI enabled transformation. Listening time: 24 minutes. How GICs are powering AI enabled transformation. In this episode of the AI to Impact podcast, host Venkat Subramanian engages in a stimulating discussion with Sid Banerjee on his early corporate experience of driving growth and innovation at Global In-house Centers (GICs).

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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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Stages and Types of Data Models

TDAN

Three different types of data models exist, each of which plays a distinct role in data modeling. They help an organization’s efforts in organizing, understanding, and making productive use of enterprise data resources. There are three stages of data modeling, with each stage pertaining to its own type of data model – conceptual data models, […].

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Displaying Earth Engine Datasets in Linked Multiple Panels with Web App

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon. Why Use Earth Engine Earth Engine is a cloud-computing platform for. The post Displaying Earth Engine Datasets in Linked Multiple Panels with Web App appeared first on Analytics Vidhya.

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Investing in Big Data and AI for Post-COVID-19 Success

Smart Data Collective

AI is becoming a lot more important than ever. Companies are expected to spend nearly $310 billion on AI solutions by 2026. There are a lot of reasons AI is going to be beneficial for companies in the coming months. It will help a number of organizations get through the frustrating growing pains the economy will face as it emerges from the pandemic.

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Knowledge Graphs for Open Science

Ontotext

The Open Science (or Open Scholarship) movement has been gaining momentum, especially since the European Commission has committed itself to ensuring open access to all funded research in April 2016. Expensive paywalls used by publishers, restrictive usage policies by scientific literature sources, a lack of consistency in the formatting and data locked away by proprietary software have all had detrimental effects on the dissemination of scientific knowledge.

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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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Twelve Thoughts About the Data Mesh

Teradata

The concept of Data Mesh is abuzz in the industry right now. Find out why we're so enthusiastic about it.

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A comprehensive tutorial on Deep Learning – Part 1

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon. Welcome readers. This is Part 1 of the Comprehensive tutorial. The post A comprehensive tutorial on Deep Learning – Part 1 appeared first on Analytics Vidhya.

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The Role of Cookies in Analytics and Privacy Issues they Raise

Smart Data Collective

There are a lot of issues in big data that warrant discussion. It is important to be aware of the different online data analytics metrics and tools used to track people online, since they shape the direction of big data technology. It is interesting how one word – cookies can mean different things. In the modern world of IT technology, you will think first regarding cookies, not as homemade fresh sweet things made by granny; you will imagine something that helps you not insert everyday passwords

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Coffee With Cloudera Partners: AWS

Cloudera

Enterprises are adopting a hybrid cloud approach. While more Cloudera customers want to move apps and data to the cloud, they also want to continue using their data centers for security and governance. By having both on-premises and cloud environments, organizations increase their agility, and hybrid model is gaining momentum. A hybrid approach benefits many organizations as it allows them to make best use of on-premises infrastructure while taking advantage of additional compute capacity and l

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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.