Thu.Jun 23, 2022

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Hypothesis Testing in Inferential Statistics

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction Hypothesis testing is one of the most important techniques applied in various fields such as statistics, economics, pharmaceutical, mining and manufacturing industries. Suppose we want to know if something took place if certain medicines are effective, if groups differ from each other or […].

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20 Basic Linux Commands for Data Science Beginners

KDnuggets

Essential Linux commands to improve the data science workflow. It will give you the power to automate tasks, build pipelines, access file systems, and enhance development operations.

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Data Engineering – A Journal with Pragmatic Blueprint

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction to Data Engineering In recent days the consignment of data produced from innumerable sources is drastically increasing day-to-day. So, processing and storing of these data has also become highly strenuous. Emerging technologies such as Data Engineering, Artificial Intelligence and Machine learning algorithms help us to handle […].

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Computer vision is primed for business value

CIO Business Intelligence

Over the past few years, computer vision applications have become ubiquitous. From phones that recognize the faces of their users, to cars that drive themselves, to satellites that track ship movements, the value of computer vision has never been clear. But hardware shortages and labor disruptions in the pandemic’s wake are challenging companies’ ability to make good on the promise of computer vision, even as the pandemic itself has accelerated the potential of its use cases.

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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 DataHour: Writing Reproducible Pipelines for Training Neural Networks

Analytics Vidhya

Hey Readers, We’re getting Andrey Lukyanenko, Kaggle Grandmaster, on board to lead an interactive DataHour session with us. He is working as a Senior Data Scientist with the IT consulting and solutions firm Careem. He has more than ten years of extensive experience in the field of analytics and data science. He will be explaining […]. The post The DataHour: Writing Reproducible Pipelines for Training Neural Networks appeared first on Analytics Vidhya.

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Automotive Industry Uses Analytics To Solve Pressing Supply Chain Issues

Smart Data Collective

The automotive industry is struggling to meet demand as a growing supply chain shortage cripples the global economy. Chip shortages, among other components, have fueled a steep increase in car prices, as much as USD$900 above the manufacturer-suggested retail price (MSRP) for non-luxury cars and USD$1,300 above MSRP for luxury ones. . Market analysts predict the supply chain to normalize in the third quarter of 2022, which is only a few months away as of this publication.

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How Credit Providers and Lenders Use Data Effectively

Smart Data Collective

Big data technology has had massive implications for the financial industry. Banks, credit card companies and other financial service providers are leveraging big data in unprecedented ways. One of the biggest benefits of big data is with loan and mortgage processing. The use of data can be crucial for credit card companies and those offering loans and mortgages.

Big Data 114
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Stop Storing Data in CSVs vs Feather

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction We use the panda’s package to process and transfer data around when working on projects. It performs admirably on datasets of intermediate size. When our dataset has many observations, however, the process of storing and loading data grows slower, and each kernel […].

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5 Huge Benefits of Financial Analytics for Your Business

Smart Data Collective

Data analytics technology has become a pillar in modern business. A growing number of companies are utilizing data analytics to improve their operating strategies. One of the most important functions that data analytics is helping with is finance. Companies are projected to spend just shy of $20 billion on financial analytics services in 2030. Are youu wondering how your company can benefit from financial analytics ?

Analytics 102
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Comprehensive Guide to the Normal Distribution

KDnuggets

Drop in for some tips on how this fundamental statistics concept can improve your data science.

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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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5 Best AI-Driven Vanity Phone Number Generators

Smart Data Collective

Artificial intelligence technology has become widely used by major corporations since the beginning of the century. However, a growing number of small businesses are finding ways to use AI technology as well, especially when it comes to marketing. Ninety-one percent of the most successful businesses use AI technology to some degree. However, many businesses are not sure how to use it effectively.

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M&T Bank: The Importance of Human Relationships in Modernization

CIO Business Intelligence

By Milan Shetti, CEO Rocket Software. M&T Bank is a community-focused banking franchise with approximately $140 billion in assets, and a network of 700 branches across New York, to Virginia, and the District of Columbia. They offer advice, guidance, expertise, and solutions across the entire financial spectrum. M&T’s purpose is to understand the individuals and the businesses in their neighborhoods, so they can create the right opportunities for the people they serve.

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The AI Contribution to Decision-Making

DataRobot Blog

A loan application has a predicted likelihood of 80% of going bad – so what? Your artificial intelligence (AI) system has given you this “predicted feature” in addition to what you already know about the applicant. It is one of many features that a human would use to make a decision to accept or decline the application. Business rules set by the credit committee to control business risk and the loan portfolio also constrain accepting this application and advancing the loan.

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The Future of the Data Lakehouse – Open

CIO Business Intelligence

Cloudera customers run some of the biggest data lakes on earth. These lakes power mission critical large scale data analytics, business intelligence (BI), and machine learning use cases, including enterprise data warehouses. In recent years, the term “data lakehouse” was coined to describe this architectural pattern of tabular analytics over data in the data lake.

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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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Top 5 Favorite Moments from Everyday AI London

Dataiku

On Monday, more than 500 data practitioners, leaders, and innovators gathered in (sunny! warm!) London for the first Everyday AI Conference of 2022 and the first in-person Dataiku conference since EGG 2019. In case you missed it, here’s my take on the top five best moments at Everyday AI London.

IT 59
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3 CIOs-turned-board-members on raising your leadership profile

CIO Business Intelligence

Boards today are adding CIOs and CDOs to increase their digital savvy — and for good reason: Digitally savvy boards significantly outperform others on key metrics. But getting there, and being a differentiator once you’re there, requires CIOs to stretch their skills. On a recent episode of the Tech Whisperers podcast, I sat down with three remarkable C-level leaders who are currently serving on boards of directors—Julie Cullivan, who’s held CIO-plus roles at Forescout and FireEye; Wayne Shurts,

Risk 98
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Sixth Time’s the Charm: Dresner’s Wisdom of Crowds Report Names Alation #1 Data Catalog

Alation

Alation has been named the #1 data catalog in Dresner’s 2022 Wisdom of Crowds report for the sixth consecutive year! To arrive at a ranking, report authors interviewed and surveyed real data catalog users. In this way, report authors have furnished a useful buyer’s guide for prospective data catalog users. 18 data catalogs were rated according to three core catalog features.

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The Future Is Hybrid Data, Embrace It

CIO Business Intelligence

We live in a hybrid data world. In the past decade, the amount of structured data created, captured, copied, and consumed globally has grown from less than 1 ZB in 2011 to nearly 14 ZB in 2020. Impressive, but dwarfed by the amount of unstructured data, cloud data, and machine data – another 50 ZB. Microsoft. In fact, the total amount of data is expected to nearly triple by 2025.

IT 97
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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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insightsoftware’s Embedded Analytics Solutions Named A Leader in 2022 Business Intelligence Market Study by Dresner Advisory Services

Jet Global

insightsoftware’s Logi Analytics product suite recognized as a top choice for both customer experience and credibility. RALEIGH, N.C. – June 23, 2022 – insightsoftware , a global provider of reporting, analytics, and performance management solutions, today announced its Logi product suite of embedded analytics solutions has been named a leader in the 2022 Wisdom of Crowds® Business Intelligence Market Study by Dresner Advisory Services , earning high marks for both customer experience and vendor

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Empowering Field Service Teams With a Powerful Data Platform

CIO Business Intelligence

For many years Sumair Dutta, Senior Director of Product Marketing at ServiceMax, has championed the role of field service leaders, particularly in asset-intensive industries where the manufacture and sale of equipment is merely the beginning of the customer lifecycle. Often, maintenance and service is the most lucrative offering. “Even among the best-known manufacturers, we often find that service leaders are responsible for up to 30% of business revenues, and the margins they deliver are two or

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IBM named a leader in The Forrester Wave™: Enterprise Data Fabric, Q2 2022

IBM Big Data Hub

The opportunity to work with many clients on their data fabric journey continues to drive and inspire us to achieve even greater heights with our solutions. We believe the findings of the recent Forrester Data Fabric Wave for 2022 is a clear indication that the efforts we’ve taken to “[ramp up our] fabric offering aggressively” for our clients is delivering on its initial promise: A data fabric that dynamically and intelligently orchestrates governed data across a distributed landscape to provid

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Why You Need to Get on the Zero Trust Network Access Express Lane

CIO Business Intelligence

Today’s work from anywhere culture, escalating ransomware, and an explosion of Internet of Things (IoT) devices are among the trends that are driving enterprises to rethink their approach to secure network access. Virtual Private Networks (VPNs) have long been the go-to method for providing remote users secure access to the corporate network. But time has shown that VPNs have serious limitations and are not the most secure option.

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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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Why Big Data is Creating a Big Market for NFTs

Smart Data Collective

Big data technology has led to some other major technological breakthroughs. We have talked in detail about applications of big data in marketing, financial management and even the criminal justice system. However, there are other benefits of big data that get less attention, even though they are also remarkable. One of the newer applications of big data is with NFTs.

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Is your data supply chain a liability?

CIO Business Intelligence

Organizations have more data available today than ever before, and data architects, analysts, and data scientists are becoming prevalent in all business functions. Yet as companies fight for skilled analyst roles to utilize data to make better decisions , they often fall short in improving the data supply chain and resulting data quality. Without a solid data supply-chain management practices in place, data quality often suffers.

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How to Configure a Dedicated Server for Your Database Step by Step

Smart Data Collective

Big data is becoming more important than ever. Companies will spend over $274 billion big data this year. However, big data won’t do much good for your business if you don’t have the means to store it. You need a solid server with a great database. In today’s article, we will look at how to configure a dedicated server database. If you have already purchased a dedicated server, you can proceed to the configuration part at once.

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How VMware aims to make multi-cloud seamless

CIO Business Intelligence

Multi-cloud provides increased velocity, scale, and choice by enabling enterprises to create and deploy new services across clouds. But multi-cloud environments will quickly lose their allure if their operations are not seamless. VMware is offering organizations a flexible multi-cloud purchasing and consumption solution that aims for consistency in infrastructure across every cloud, so that migration now and in the future is seamless and less complex.

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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.

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Healthcare AI in a year: 3 trends to watch

CIO Business Intelligence

Between the COVID-19 pandemic, a mental health crisis, rising healthcare costs, and aging populations, industry leaders are rushing to develop healthcare-specific artificial intelligence (AI) applications. One signal comes from the venture capital market: over 40 startups have raised significant funding—$20M or more —to build AI solutions for the industry.

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