Tue.May 16, 2023

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How to Evaluate a Large Language Model (LLM)?

Analytics Vidhya

Introduction With the release of Chatgpt and other Large Language Models (LLMs), there has been a significant increase in the number of models available. New LLMs are being released every other day. Despite this, there is still no fixed or standardized way to evaluate the quality of these Large Language models. This article will review […] The post How to Evaluate a Large Language Model (LLM)?

Modeling 322
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SAP takes steps toward ‘green ledger’ for carbon accounting

CIO Business Intelligence

SAP wants to give new meaning to the resources in enterprise resource planning, going beyond the boundaries of the enterprise and accounting for its impact on the whole planet. The software provider plans to do that by enhancing existing tools for estimating greenhouse gas emissions due to an enterprise’s activities, and adding capabilities for exchanging that data with partners, bringing it all together in a “green ledger” that will record the climate cost of doing business alongside the financ

Reporting 141
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Jizai Arms – AI Robotic Arms That Turns You Into Spider-Man

Analytics Vidhya

Imagine being able to control six robotic arms attached to your back, giving you the power to multitask like never before. Japanese robotics company, Exiii Inc., has created exactly that with their latest invention – Jizai Arms, a backpack that can turn you into Spider-Man. The Future of Robotics is Here Jizai Arms is a […] The post Jizai Arms – AI Robotic Arms That Turns You Into Spider-Man appeared first on Analytics Vidhya.

Analytics 312
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Breaking Down AutoGPT

KDnuggets

AutoGPT has taken the world by storm and has even surpassed ChatGPT itself. So, get ready to dive into the exciting world of Auto-GPT.

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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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Amazon’s Secret AI Robot for Home Can Do Everything and More

Analytics Vidhya

Online retail giant, Amazon has been secretly working on a new AI project known as Burnham, aimed at boosting the intelligence of its existing Astro robot. According to reports from Insider, the new technology will add a conversational interface and deeper understanding of household contexts, enabling Astro to accurately remember and respond to situations.

Reporting 300
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5 Reasons Why You Should Get Certified

KDnuggets

In today's highly competitive job market, practitioners need every advantage they can get to stand out from the crowd and accelerate in their roles as a high-performing employee. With that in mind, here are 5 reasons why you should earn a SAS certification, and stand out to employers.

Marketing 106

More Trending

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BCBSNC builds a better IT workplace through DEI

CIO Business Intelligence

For companies looking for an edge in the tight talent market, a solid DEI strategy and employee engagement often go hand in hand, creating a balance that fosters an inclusive work environment. When employees feel they can bring their authentic selves to work, it can result in higher levels of employee productivity and satisfaction, improved retention rates, and more effective recruiting efforts.

IT 98
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Current State Analysis of Your Data – Part 4 – Data Outcomes

TDAN

This article is the fourth installment in a series taking a deep dive on how to do a Current State Analysis on your data. This article focuses on Data Outcomes: what they are, why they are important, and what questions to ask to determine the current state.

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SAP to add generative AI, industry smarts to CX tools

CIO Business Intelligence

Every software developer is looking at how to incorporate generative AI in its products, even SAP. The ERP vendor, which turned 50 last year , is developing a companion app for its software, to be called SAP Digital Assistant, which will use generative AI to help SAP users provide a better experience to their customers. SAP is also looking to improve its customer experience tools in other ways, providing industry-specific accelerators to help some enterprises roll the software out faster, and he

Sales 114
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The Stranger Things of Data Governance

TDAN

Non-Invasive Data Governance (NIDG), like the popular Netflix series Stranger Things, offers a mysterious and complex reality for organizations to navigate. I am often asked how it is possible to navigate these realities and implement NIDG in the real world. NIDG involves unraveling the intricacies of management, quality, security, and compliance.

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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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What Is The Advantage Of Using SDK in AI Technology?

Smart Data Collective

AI technology has taken off over the past year. While many discussions center around ChatGPT , some of the most critical developments in AI can be seen with mobile devices. Android, in particular, is one of the most popular smartphones that 2.5 billion people worldwide use. David Curry of Business of Apps points out that the market for Android apps is massive since around 75% of all smartphone users have Androids.

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Digital listening reveals 3 leading innovation drivers

CIO Business Intelligence

In six short months, ChatGPT propelled artificial intelligence (AI) into the minds and imaginations of the masses more than any other development since the term “AI” was coined in 1956. According to research sponsored by techradar.pro, an astonishing 39% of U.S. and U.K. adult web users surveyed have used one or more generative AI tools. With media outlets racing to get exclusives out the door on the latest “big thing,” sifting through the excitement to find the bigger picture is challenging.

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Principal Component Analysis (PCA) with Scikit-Learn

KDnuggets

Learn how to perform principal component analysis (PCA) in Python using the scikit-learn library.

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Is your cloud strategy working? Why multicloud by design is the way forward.

CIO Business Intelligence

With the rise of cloud computing, many organizations rapidly adopted public cloud services alongside cloud principles in dedicated IT environments, or private clouds, to accelerate innovation and meet business requirements. This led to the rise of multicloud: today, almost nine out of 10 IT environments include a mix of public and private clouds 1. In some instances, organizations undertook a thoughtful and planned approach to their multicloud strategies.

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Driving Business Impact for PMs

Speaker: Jon Harmer, Product Manager for Google Cloud

Move from feature factory to customer outcomes and drive impact in your business! This session will provide you with a comprehensive set of tools to help you develop impactful products by shifting from output-based thinking to outcome-based thinking. You will deepen your understanding of your customers and their needs as well as identifying and de-risking the different kinds of hypotheses built into your roadmap.

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Improve power utility operational efficiency using smart sensor data and Amazon QuickSight

AWS Big Data

This blog post is co-written with Steve Alexander at PG&E. In today’s rapidly changing energy landscape, power disturbances cause businesses millions of dollars due to service interruptions and power quality issues. Large utility territories make it difficult to detect and locate faults when power outages occur, leading to longer restoration times, recurring outages, and unhappy customers.

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It’s time to go paperless: are bank branches ready?

CIO Business Intelligence

When the chief banking officer of a $10.3B community bank visited a competing super-regional branch in her suburban New Jersey neighborhood, she noticed something troubling. Piles upon piles of paper crowded the branch manager’s desk and cluttered the nearby credenza. Set amid an open floor plan, the stacks of files left sensitive customer information—business and personal, loans and deposits—available for all to see 1.

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How to achieve high-impact personalization at scale with managed marketing services

IBM Big Data Hub

To help companies better deliver on their marketing vision and scale their marketing business processes, managed marketing services (MMS) offshore has become a fast growing trend. According to an Everest Group® study , offshore MMS centers increased over 50% from 2019 to 2022. What’s more, the number of offshore full-time equivalent employees (FTE) jumped 115%.

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What I Found Interesting About The SAP Sapphire Orlando Keynote Day 1

Timo Elliott

Disclaimer: these are my own thoughts, not those of my employer. I’ve noted the things that I took away as new, interesting, or different. BUT all that is necessarily subjective, and there was a lot more going on than I have mentioned here. In particular, see the official Sapphire News Guide. Unsurprisingly, one of the first big topics was the rise of Artificial Intelligence.

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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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Eyes on Data: An Approach to Measure Data ROI

TDAN

Justifying any significant business investment is challenging. For data managers, the struggle is especially familiar. The difficulty is convincing decision makers to invest in data when measures of data’s value either do not exist or feel too ambiguous to estimate. As digital transformation accelerates, interest in frameworks for linking data to monetary measures grows.

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3 of the Most Common Reasons for Analytics & AI Project Failure

Dataiku

According to the 2023 Dataiku-sponsored IDC InfoBrief “Create More Business Value From Your Organizational Data,” “Although [AI] adoption is rapidly expanding, project failure rates remain high. Organizations worldwide must evaluate their vision to address the inhibitors for success, unleash the power of AI, and thrive in the digital era.

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Fighting AI with AI Fraud Monitoring for Deepfake Applications

KDnuggets

An overview of Deepfake, and how they are being used to perpetuate financial fraud.

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Boost E-Commerce with Customer Verification

TDAN

Data breaches have been rampant these days, and many companies realize they need to enhance their customer verification process. Proper customer verifications help prevent young children from accessing products and services that are age sensitive. It also prevents fraudulent transactions from happening online.

Risk 52
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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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How to Lose With AI

CIO Business Intelligence

By Bryan Kirschner, Vice President, Strategy at DataStax Consumers love smart personalization. Developers get fired up about building AI-powered apps. And just two months after ChatGPT launched, 100 million people have added tapping into the power of AI to their toolbox. These signals point toward an “AI everywhere” future: one in which it’s a competency of every firm, and a sidekick (or “co-pilot,” in Microsoft’s lexicon ) to every worker.

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Mitigate Risks and Protect Sensitive Procurement Data

TDAN

Procurement is an essential function within any organization, involving the acquisition of goods and services necessary for business operations. However, with the rise of digitalization and technology, procurement processes have become increasingly vulnerable to cyber threats. Cybersecurity risks in procurement can result in significant financial loss, reputational damage, and legal liability.

Risk 52
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Asia’s drive into the Future with AI to support mobility

Jen Stirrup

The global net-zero transition is most often envisioned and depicted with massive solar power plants, large-scale wind farms, and the replanting of millions of trees. While these are obvious and important components in the sustainability drive, the investments needed to realize them are capital-intensive with long timelines, making it out of reach for most developing nations in the Global South.

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Data Speaks for Itself: The Challenge of Data Consistency

TDAN

Data quality management (DQM) has advanced considerably over the years. The full extent of the problem was first recognized during the data warehouse movement in the 1980s.

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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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How Zoom implemented streaming log ingestion and efficient GDPR deletes using Apache Hudi on Amazon EMR

AWS Big Data

In today’s digital age, logging is a critical aspect of application development and management, but efficiently managing logs while complying with data protection regulations can be a significant challenge. Zoom, in collaboration with the AWS Data Lab team, developed an innovative architecture to overcome these challenges and streamline their logging and record deletion processes.

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Building Robust Data Pipelines: 9 Fundamentals and Best Practices to Follow

Alation

Data is a valuable resource, especially in the world of business. A McKinsey survey found that companies that use customer analytics intensively are 19 times higher to achieve above-average profitability. But with the sheer amount of data continually increasing, how can a business make sense of it? The answer? Robust data pipelines. What is a Data Pipeline?

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insightsoftware Introduces Comprehensive Cloud Platform

Jet Global

New insightsoftware Platform connects financial analytics, reporting, and performance management solutions to share data across applications, solve business problems faster, and do more with less RALEIGH, N.C. – May 16, 2023 – insightsoftware , a global provider of reporting, analytics, and performance management solutions, today announced the launch of the insightsoftware Platform to ​​bring together the company’s applications in a single location.

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Building Robust Data Pipelines: 9 Fundamentals and Best Practices to Follow

Alation

Data is a valuable resource, especially in the world of business. A McKinsey survey found that companies that use customer analytics intensively are 19 times higher to achieve above-average profitability. But with the sheer amount of data continually increasing, how can a business make sense of it? The answer? Robust data pipelines. What is a Data Pipeline?

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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.