Fri.May 05, 2023

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Anomaly Detection in Credit Card Fraud

Analytics Vidhya

Introduction We live in a world that’s filled with data. Think about it – you probably use multiple online accounts every day, from email to social media to online shopping. But have you ever had a moment where you were using one of these accounts and received a notification on your phone asking if it’s really you trying to […] The post Anomaly Detection in Credit Card Fraud appeared first on Analytics Vidhya.

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A Data-Driven Guide To Skyrocket Your Year Over Year Growth

datapine

Table of Contents 1) What Is YoY Growth? 2) Why Do You Need YoY Analysis? 3) YoY Growth Formula 4) Tips To Calculate YoY Growth 5) YoY Growth Examples & Use-Cases Niche or industry aside, prompting consistent progress is essential to the ongoing success of your business. That’s where year over year (YoY) growth enters the mix. YoY growth is an effective means of measuring your ongoing progress and making sure your business is moving in the right direction.

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Google Afraid of Open-Source Community Outpacing Tech Giants in Language Model Race

Analytics Vidhya

A researcher within Google leaked a document on a public Discord server recently. Discord is an open-source community platform. Many other groups also use it, but Discord is primarily designed for communities of gamers to facilitate voice, video, and text chat. There is much controversy surrounding the document’s authenticity. But what interests people most is […] The post Google Afraid of Open-Source Community Outpacing Tech Giants in Language Model Race appeared first on Analytics

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CarMax drives business value with GPT-3.5

CIO Business Intelligence

Generative AI such as ChatGPT has of late captured the imagination of business leaders across industries. While enterprise IT orgs by and large are taking a measured approach , some early movers are showing impressive results. CarMax’s IT team, for one, has been working with Microsoft and OpenAI to leverage GPT-3.x for business value even before ChatGPT became a household name.

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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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PortfolioPilot: Verified ChatGPT Plugin for Investing Released

Analytics Vidhya

Introducing PortfolioPilot , A Verified ChatGPT Plugin Investing in the stock market can be daunting, especially for those needing more experience and knowledge. With so much information available, it can be easy to feel overwhelmed and make decisions based on emotions rather than facts. However, a new AI-powered investing tool promises to improve investing for […] The post PortfolioPilot: Verified ChatGPT Plugin for Investing Released appeared first on Analytics Vidhya.

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Learn from IT Thought Leaders at FutureIT D.C.

CIO Business Intelligence

The mouthwatering aromas and Instagram-worthy food coming from Chef Edward Lee’s kitchens are a far cry from the virtual worlds of IT professionals. And yet both can be high-stress work environments where smart systems and teamwork lead to the best outcomes. Lee has thought a lot about what a modern workplace should look like, and he’s innovating new ways of doing business.

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ChatGPT in Education: Friend or Foe?

KDnuggets

Students can cheat and ignore critical thinking, or they could have an always-on tutor and be freely curious without judgment. Which side will ChatGPT fall on when it comes to education?

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What Came Out of AI Leaders Meet With the Biden Administration?

Analytics Vidhya

On May 3rd, Vice President Kamala Harris and other top administration officials met with the CEOs of four American businesses at the forefront of AI innovation. The White House meeting’s objectives were to explore worries about the possible threats posed by AI. Additionally, they wanted to underline the need on the part of businesses to […] The post What Came Out of AI Leaders Meet With the Biden Administration?

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Vector and Matrix Norms with NumPy Linalg Norm

KDnuggets

Looking to further your Python linear algebra skills? Learn how to compute vector and matrix norms using NumPy’s linalg module.

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Solving Business Case Study Assignments

Analytics Vidhya

Introduction Transport and logistics, food and shopping, payments, daily needs, business, news and entertainment, Gojek, an Indonesian firm does it all through a mobile app contributing more than $7 billion to the economy. It has 900K registered merchants, more than 190M app downloads, and more than 2M drivers delivering more than 180K orders within a […] The post Solving Business Case Study Assignments appeared first on Analytics Vidhya.

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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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Embedded BI Provides Users with Clarity and Productivity Tools!

Smarten

Embedded BI Goes Beyond Technology ROI to Improve Clarity, Agility and Productivity! If your organization hasn’t considered Embedded Business Intelligence (BI), it may be time for you to acknowledge the benefits and begin the process of integrating Embedded BI into your technology and business process strategy. Enterprise Strategy Group reports that embedded analytics can provide 50% lower upfront development costs and 83% lower support costs, thereby improving return on investment (ROI).

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Master Guide for Excel Automation Using Python

Analytics Vidhya

Introduction Excel is the organization’s go-to tool for one or the other tasks in the workflow. It is the most popular choice among stakeholders. Whether accept it or not, I have seen people rejecting Tableau visuals for Excel. Even in conversations with my current organization’s CEO, he acknowledged that Excel is the only tool that […] The post Master Guide for Excel Automation Using Python appeared first on Analytics Vidhya.

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Alation India Kickoff 2023: A Time to Connect

Alation

In the past year, Alation has grown in leaps and bounds. We became a Centaur with $100M+ in ARR in September, raised a $123M Series E round in November, and celebrated it all with a global Company Kickoff this February. We also opened our new office in Chennai last April. With that, there was one thing left to do: come together with our Alationauts in India to celebrate all we’ve accomplished with an India Kickoff 2023 (IKO)!

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Machine Learning Reveals New Phase of Solid Hydrogen

Analytics Vidhya

Hydrogen is the most abundant element in the universe. It has been studied extensively for its behavior under extreme conditions and composition in gaseous planets like Jupiter and Saturn. Scientists have used computer simulations to study how hydrogen atoms interact and combine to form different phases of matter. However, capturing the complete quantum behavior of […] The post Machine Learning Reveals New Phase of Solid Hydrogen appeared first on Analytics Vidhya.

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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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Alation India Kickoff 2023: A Time to Connect

Alation

In the past year, Alation has grown in leaps and bounds. We became a Centaur with $100M+ in ARR in September, raised a $123M Series E round in November, and celebrated it all with a global Company Kickoff this February. We also opened our new office in Chennai last April. With that, there was one thing left to do: come together with our Alationauts in India to celebrate all we’ve accomplished with an India Kickoff 2023 (IKO)!

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5 Examples of Everyday AI on Display at Everyday AI San Francisco

Dataiku

Last year, Dataiku’s Everyday AI conference series touched down in many corners of the globe — from London and New York to Bengaluru and Paris (and we’re excited to revisit some of those cities later this year!). To continue that momentum, we decided to replicate the success we saw at our flagship events and take the conference on the road, bringing together the best thinkers and doers from the worlds of business, technology, academia, and nonprofits in cities like Chicago and Sao Paulo and soon

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A data-driven approach to customer success — your new growth engine

CIO Business Intelligence

Data Management

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The Power of Ontologies and Knowledge Graphs: Practical Examples from the Financial Industry

Ontotext

An ontology is a formal and systematic way of representing knowledge within a particular domain, including the concepts and the relationships between them. It involves specifying individual components, such as objects and their attributes, as well as rules and restrictions governing their interactions. This structured representation of knowledge not only allows for more efficient sharing and reuse of information but also facilitates the discovery of new knowledge within the domain.

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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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Fletcher Building CIO’s blueprint to digitally transform

CIO Business Intelligence

“You can never drive the car looking through the rearview mirror,” says Joe Locandro, CIO of Fletcher Building, Australasia’s largest building materials supplier. “As CIO, you have to keep looking ahead and feel comfortable in backing yourself. That’s the difference between being CIO and an IT manager—one is responsible for getting things done, the other for a vision and making a difference.

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Machine Learning for Anti-Money Laundering in the iGaming industry

BizAcuity

Back in November 2022, the European Comission (EC) published a report on the prevalence of money laundering in the iGaming industry, flagging it at the highest level of threat. They observed that the online gaming industry had several weaknesses regarding AML regulations and hinted at stricter regulations to come. Coincidentally, it was around the same time when Rishi Sunak was forming the government.

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Keeping IT ahead in a game when rules keep changing

CIO Business Intelligence

IT leaders today are facing more challenges than ever before. As you look to shape your winning strategies, the rules of the game keep changing. Environments are more dispersed and dynamic, with attack surfaces and vectors expanding, and new threats emerging. Applications are no longer confined to desktops and devices but are spread across multiple clouds.

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8-10x performance upticks in next-gen infrastructure enable AI workloads

CIO Business Intelligence

CIOs and IT leaders call it the most disruptive technology yet, and now it’s moving rapidly into the mainstream. Artificial intelligence (AI), an increasingly crucial piece of the technology landscape, has arrived. More than 91 percent of businesses surveyed have ongoing — and increasing — investments in artificial intelligence. Deploying AI workloads at speed and scale, however, requires software and hardware working in tandem across data centers and edge locations.

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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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We Are Innovation

CIO Business Intelligence

By Ram Velaga, Senior Vice President and General Manager, Core Switching Group As Thomas Edison said, “The value of an idea lies in the using of it,” and I very much believe that innovation without execution is just another idea. As I recently discussed with Pat Moorhead and Dan Newman during a Six Five Insider Edition interview, I had been working at Broadcom for four years and wanted to work for a creative, technology-driven organization.