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 337

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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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

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

Speaker: John Mansour

If you're looking to advance your career in product management, there are more options than just climbing the management ladder. Join our upcoming webinar to learn about highly rewarding career paths that don't involve management responsibilities. We'll cover both career tracks and provide tips on how to position yourself for success in the one that's right for you.

Management

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

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

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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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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IT Data Lake Cost-Benefit Digital Transformation 111

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 107

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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Generative AI is upending the way product developers & end-users alike are interacting with data. Despite the potential of AI, many are left with questions about the future of product development: How will AI impact my business and contribute to its success? What can product managers and developers expect in the future with the widespread adoption of AI?

Analytics

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.

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Modeling 97

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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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

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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Many organizations today are unlocking the power of their data by using graph databases to feed downstream analytics, enahance visualizations, and more. Yet, when different graph nodes represent the same entity, graphs get messy. Watch this essential video with Senzing CEO Jeff Jonas on how adding entity resolution to a graph database condenses network graphs to improve analytics and save your analysts time.

Visualization

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

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.

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Data Quality Data Analytics Analytics 64

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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KDnuggets

SEPTEMBER 7, 2023

We have a bad case of generative AI fatigue.

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Start-ups & SMBs launching products quickly must bundle dashboards, reports, & self-service analytics into apps. Customers expect rapid value from your product (time-to-value), data security, and access to advanced capabilities. Traditional Business Intelligence (BI) tools can provide valuable data analysis capabilities, but they have a barrier to entry that can stop small and midsize businesses from capitalizing on them.

Analytics

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

KDnuggets

SEPTEMBER 7, 2023

Learn the basic Python package visualization for your work.

Visualization 97

Visualization Data Science 97

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

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.

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Modeling Risk Unstructured Data Enterprise 108

Speaker: Scott Sehlhorst

We know we want to create products which our customers find to be valuable. Whether we label it as customer-centric or product-led depends on how long we've been doing product management. There are three challenges we face when doing this. The obvious challenge is figuring out what our users need; the non-obvious challenges are in creating a shared understanding of those needs and in sensing if what we're doing is meeting those needs.

Management

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.

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Insurance Risk Data-driven Finance 78

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 87

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

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 95

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While data platforms, artificial intelligence (AI), machine learning (ML), and programming platforms have evolved to leverage big data and streaming data, the front-end user experience has not kept up. Holding onto old BI technology while everything else moves forward is holding back organizations. Traditional Business Intelligence (BI) aren’t built for modern data platforms and don’t work on modern architectures.

Big Data

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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Digital Transformation Metrics Technology Strategy 52

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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