Analytics Vidhya

SEPTEMBER 7, 2023

Introduction Have you ever wondered why your social media feed seems to predict your interests with uncanny accuracy, or why certain individuals face discrimination when interacting with AI systems? The answer often lies in algorithmic bias, a complex and pervasive issue within artificial intelligence. This article will disclose what is algorithmic bias, its various dimensions, […] The post Understanding Algorithmic Bias: Types, Causes and Case Studies appeared first on Analytics Vidhya.

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Interactive Analytics IT 349

CIO Business Intelligence

SEPTEMBER 7, 2023

Supply chains perform a series of actions starting with product design and proceeding to procurement, manufacturing, distribution, delivery, and customer service. “At each of these points lie big opportunities for AI and ML,” says Devavrat Bapat, Head of AI/ML data products at Cisco. That’s because the current generation of AI is already very good at two things needed in supply chain management.

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Management Forecasting Manufacturing Cost-Benefit 138

Analytics Vidhya

SEPTEMBER 7, 2023

Introduction “Less is more,” as architect Ludwig Mies van der Rohe famously said, and this is what summarization means. Summarization is a critical tool in reducing voluminous textual content into succinct, relevant morsels, appealing to today’s fast-paced information consumption. In text applications, summarization aids information retrieval, and supports decision-making.

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CIO Business Intelligence

SEPTEMBER 7, 2023

This year’s escalating hype around artificial intelligence finds CIOs once again in the spotlight. With leaders from every department bandying about possibilities and concerns, CIOs are uniquely positioned to provide real talk and leadership on the company’s AI agenda. One place where those conversations must occur but perhaps have not to date is the boardroom.

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Risk Risk Management Management Technology 119

Advertiser: ZoomInfo

Sales and marketing leaders have reached a tipping point when it comes to using intent data — and they’re not looking back. More than half of all B2B marketers are already using intent data to increase sales, and Gartner predicts this figure will grow to 70 percent. The reason is clear: intent can provide you with massive amounts of data that reveal sales opportunities earlier than ever before.

Sales

Analytics Vidhya

SEPTEMBER 7, 2023

Introduction In the dynamic world of machine learning, one constant challenge is harnessing the full potential of limited labeled data. Enter the realm of semi-supervised learning—an ingenious approach that harmonizes a small batch of labeled data with a trove of unlabeled data. In this article, we explore a game-changing strategy: leveraging generative models, specifically Variational […] The post Leveraging Generative Models to Boost Semi-Supervised Learning appeared first on Analytics V

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CIO Business Intelligence

SEPTEMBER 7, 2023

When it comes to safeguarding people and nations, innovation can never rest. That’s why, around the world, governments and the defense industry as a whole are now investing and exploring generative artificial intelligence (AI), or large language models (LLMs), to better understand what’s possible. At first blush, it seems that generative AI and LLM tools will present the defense industry with unprecedented breakthrough innovations.

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Unstructured Data Cost-Benefit Risk Data-driven 119

CIO Business Intelligence

SEPTEMBER 7, 2023

SAP has agreed to buy German enterprise architecture management specialist LeanIX, hoping its early adoption of AI will help with the massive task of migrating customers still using SAP’s legacy software on premises to the more modern S/4HANA in the cloud. LeanIX has around 1,000 customers for its EAM SaaS offering, its CEO André Christ said in a conference call to discuss the deal, and the US is one of its biggest markets with the 30% of its customers there accounting for 50% of its revenue.

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Optimization Digital Transformation Enterprise Data Processing 116

KDnuggets

SEPTEMBER 7, 2023

We have a bad case of generative AI fatigue.

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Data Science 101

SEPTEMBER 7, 2023

Threads Dev Interviews I am finding developers on Threads and interviewing them, right on Threads. You are welcome to follow along and let me know on Threads if you would like to be interviewed. “I think most people are still sleeping on the paradigm shift we’re heading for AR in the next few years.” — Danny Zlobinsky (@dannyzlo) on Threads Today we have @dannyzlo.

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Management Interactive Optimization Strategy 111

CIO Business Intelligence

SEPTEMBER 7, 2023

Production lines, networks, call centers: every aspect of your organization is being revolutionized in different ways by technology such as AI, automation, edge computing and the many flavors of cloud. Additionally, many employees now work from home part- or full-time, using a range of corporate-issued or personal devices outside the traditional network perimeter.

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Testing

AWS Big Data

SEPTEMBER 7, 2023

Customers of all sizes and industries use Amazon Simple Storage Service (Amazon S3) to store data globally for a variety of use cases. Customers want to know how their data is being accessed, when it is being accessed, and who is accessing it. With exponential growth in data volume, centralized monitoring becomes challenging. It is also crucial to audit granular data access for security and compliance needs.

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Metadata Dashboards Metrics Visualization 106

CIO Business Intelligence

SEPTEMBER 7, 2023

The era of the multi-cloud landscape is here. CIOs are taking deliberate action by proactively matching workloads and applications with the ideal cloud, and companies are also seeing a proliferation of multi-cloud architectures created by mergers and acquisitions, data sovereignty needs, support for remote work, and shadow IT. This is leading to a multi-cloud approach that is increasingly ubiquitous among the most advanced enterprises.

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Enterprise Management Cost-Benefit Optimization 105

KDnuggets

SEPTEMBER 7, 2023

Learn the basic Python package visualization for your work.

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Visualization Data Science 103

IBM Big Data Hub

SEPTEMBER 7, 2023

It’s an exciting time in AI for business. As we apply the technology more widely across areas ranging from customer service to HR to code modernization, artificial intelligence (AI) is helping increasing numbers of us work smarter, not harder. And as we are just at the start of the AI for business revolution, the potential for improving productivity and creativity is vast.

Modeling 101

Modeling Risk Unstructured Data Enterprise 101

Advertiser: ZoomInfo

In this exploration, we're diving into predictions about the future of sales. We're talking about a complete shake-up powered by automation and artificial intelligence (AI). These aren't just fancy tools — they're real game-changers. Automation and AI are here to redefine every interaction, making them smarter, faster, and more meaningful. From personalized customer journeys to streamlined sales processes, the goal is to make every moment count, enhancing both efficiency and connection.

Sales

KDnuggets

SEPTEMBER 7, 2023

As LLMs continue to evolve, integrating multiple models or switching between them has become increasingly challenging. This article suggests a Microservice approach to separate model integration from business applications and simplify the process.

Modeling 103

Modeling 103

Paul Blogs on BI

SEPTEMBER 7, 2023

It’s been a summer of exciting and surprising wins in the international sports world. The Women’s World Cup saw some amazing upsets and results and then the World Track and Field Championships in Budapest had many surprise wins. Sha’Carri Richardson’s 100-meter gold medal was all the more fantastic because the pundits did not even expect her to medal in the event – but then experts often get it wrong!

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Data Processing Business Intelligence Reporting Operational Reporting 98

CIO Business Intelligence

SEPTEMBER 7, 2023

The speed at which artificial intelligence (AI)—and particularly generative AI (GenAI)—is upending everyday life and entire industries is staggering. Slowing the progression of AI may be impossible, but approaching AI in a thoughtful, intentional, and security-focused manner is imperative for fintech companies to nullify potential threats and maintain customer trust while still taking advantage of its power.

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Risk Management Risk Testing Digital Transformation 98

AWS Big Data

SEPTEMBER 7, 2023

In 2022 , we told you about the new enhancements we made in Amazon EMR Managed Scaling , which helped improve cluster utilization as well as reduced cluster costs. In 2023, we are happy to report that the Amazon EMR team has been hard at work. We worked backward from customer requirements and launched multiple new features to enhance your Amazon EMR on EC2 clusters capacity management and scaling experience.

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Management Big Data Optimization Machine Learning 98

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Many software teams have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth. This is where Coder comes in. In our 101 Coder webinar, you’ll explore how cloud-based development environments can unlock new levels of productivity. Discover how to transition from local setups to a secure, cloud-powered ecosystem with ease.

Optimization

CIO Business Intelligence

SEPTEMBER 7, 2023

As a fintech company, the reliability of our products and services is critical to ensuring that Discover® Financial Services customers can access their money, credit, and accounts when they need to. Like many other companies, Discover has adopted a product-centric approach where the responsibility for reliability sits with the product teams. My team at Discover Financial Services is responsible for digital payments.

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Scorecard Internet of Things Testing IoT 97

IBM Big Data Hub

SEPTEMBER 7, 2023

The effects of climate change grow more tangible by the day. As a result, the electric power industry is hastening efforts to reduce environmental impact. To do so, they need help to get a clearer picture of where they fall on the emissions reduction roadmap, and to better understand their opportunities for improvement. This is where harnessing artificial intelligence (AI) and data analytics can help.

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Data Analytics Analytics Cost-Benefit Data-driven 92

CIO Business Intelligence

SEPTEMBER 7, 2023

Innovation has a different meaning for every organization. At Discover® Financial Services, it lies at the heart of the company’s business goals and growth. And it boils down to one core concept: a relentless commitment to improving the way people work and enhancing the careers of engineers. “Innovation is about modernization, it’s about optimization,” said Dan Gisolfi, Distinguished Engineer, Head of Innovation and Intellectual Property at Discover Financial Services.

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Experimentation Digital Transformation Optimization Testing 97

Cloudera

SEPTEMBER 7, 2023

With the emergence of new creative AI algorithms like large language models (LLM) fromOpenAI’s ChatGPT, Google’s Bard, Meta’s LLaMa, and Bloomberg’s BloombergGPT—awareness, interest and adoption of AI use cases across industries is at an all time high. But in highly regulated industries where these technologies may be prohibited, the focus is less on off the shelf generative AI, and more on the relationship between their data and how AI can transform their business.

Insurance 83

Insurance Risk Data-driven Finance 83

Advertiser: ZoomInfo

Savvy B2B marketers know that a great account-based marketing (ABM) strategy leads to higher ROI and sustainable growth. In this guide, we’ll cover: What makes for a successful ABM strategy? What are the key elements and capabilities of ABM that can make a real difference? How is AI changing workflows and driving functionality? This Martech Intelligence Report on Enterprise Account-Based Marketing examines the state of ABM in 2024 and what to consider when implementing ABM software.

Enterprise

IBM Big Data Hub

SEPTEMBER 7, 2023

Planning and managing your cloud ecosystem and environments is critical for reducing production downtime and maintaining a functioning workload. In the “Managing your cloud ecosystems” blog series, we cover different strategies for ensuring that your setup functions smoothly with minimal downtime. In the third blog of the series, we’re discussing migrating your worker nodes to a new Ubuntu operating system.

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Management Testing Optimization Strategy 79

Dataiku

SEPTEMBER 7, 2023

This article was written by our friends at Databricks. Databricks is the Data and AI company. More than 10,000 organizations worldwide — including Comcast, Condé Nast, and over 50% of the Fortune 500 — rely on the Databricks Lakehouse Platform to unify their data, analytics and AI.

Data Quality 64

Data Quality Data Analytics Analytics 64

Ontotext

SEPTEMBER 7, 2023

Malcolm : So, tell us about Ontotext because I want to hear more about your company and what you do. And then from there, give us the elevator pitch of graph. Doug : Sure. I’m Doug Kimball, the Chief Marketing Officer at Ontotext. The company’s name may be less well known than what we deliver – GraphDB. We’ve been around for 20-plus years focusing on semantic knowledge graphs.

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Technology Visualization Digital Transformation Management 59

CIO Business Intelligence

SEPTEMBER 7, 2023

When I joined Discover® Financial Services in 2021, the company was executing its Runway: Mission 80,000 Feet vision to transform the engineering culture toward product-centricity. The vision was to enable a digital transformation by building a highly skilled engineering workforce, supporting discipline and employee experience, embracing extreme automation, enforcing a single agile way of working, and optimizing our technology and reliability.

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Digital Transformation Technology Cost-Benefit Software 59

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Reporting

Jet Global

SEPTEMBER 7, 2023

Financial statements tell an important story, but they rarely tell the entire story. It often requires a sharp eye and a healthy measure of experience to elicit meaningful information from the numbers. Even people with keen financial acumen will have questions, and they can easily overlook important realities that lay buried somewhere within the details.

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CIO Business Intelligence

SEPTEMBER 7, 2023

A company’s journey to digital transformation heavily depends on the processes put in place to support the effort. You need the right people. You need the right technology. But without proper attention paid to the processes that support these — call it the third leg of the proverbial stool — the effort to modernize breaks down. Discover® Financial Services has taken its own journey toward digital transformation, starting with an emphasis on product-centricity (as opposed to project-based work).

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