Sat.May 13, 2023 - Fri.May 19, 2023

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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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Data Mining vs Machine Learning: Choosing the Right Approach

Analytics Vidhya

Data mining and machine learning are two closely related yet distinct fields in data analysis. With both techniques extracting valuable insights, it becomes crucial to understand their characteristics, applications, and methodologies. What is data mining vs machine learning? How do they differ in terms of goals and approaches? This article aims to shed light on […] The post Data Mining vs Machine Learning: Choosing the Right Approach appeared first on Analytics Vidhya.

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Large Language Models Take AI World By Storm

David Menninger's Analyst Perspectives

Artificial intelligence (AI) has evolved from a highly specialized niche technology to a worldwide phenomenon. Nearly 9 in 10 organizations use or plan to adopt AI technology. Several factors have contributed to this evolution. First, the amount of data they can collect and store has increased dramatically while the cost of analyzing these large amounts of data has decreased dramatically.

Modeling 144
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Pandas AI: The Generative AI Python Library

KDnuggets

The road to simpler Data Analysis for data scientists and analysts, powered by OpenAI.

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Beyond the Basics of A/B Tests: Innovative Experimentation Tactics You Need to Know as a Data or Product Professional

Speaker: Timothy Chan, PhD., Head of Data Science

Are you ready to move beyond the basics and take a deep dive into the cutting-edge techniques that are reshaping the landscape of experimentation? From Sequential Testing to Multi-Armed Bandits, Switchback Experiments to Stratified Sampling, Timothy Chan, Data Science Lead, is here to unravel the mysteries of these powerful methodologies that are revolutionizing how we approach testing.

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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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OpenAI’s New Tool Explains Behavior of Language Model At Every Neuron Level

Analytics Vidhya

In recent news, OpenAI has been working on a groundbreaking tool to interpret an AI model’s behavior at every neuron level. Large language models (LLMs) such as OpenAI’s ChatGPT are often called black boxes. Even data scientists have trouble explaining why a model responds in a particular manner, leading to inventing facts out of nowhere. […] The post OpenAI’s New Tool Explains Behavior of Language Model At Every Neuron Level appeared first on Analytics Vidhya.

Modeling 357

More Trending

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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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Generative AI & data: Potential in cybersecurity if the risks can be curtailed

CIO Business Intelligence

Artificial intelligence (AI) in 2023 feels a bit like déjà vu to me. Back in 2001, as I was just entering the venture industry, I remember the typical VC reaction to a start-up pitch was, “Can’t Microsoft replicate your product with 20 people and a few months of effort, given the resources they have?” Today, any time a new company is pitching its product that uses AI to do ‘X,’ the VC industry asks, “Can’t ChatGPT do that?

Risk 137
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One-Stop Framework Building Applications with LLMs

Analytics Vidhya

Introduction Large Language Models (LLMs) have been gaining popularity for the past few years. And with the entry of Open AIs ChatGPT, there was a massive popularity gain in the Industry towards these LLMs. These Large Language Models are being worked upon to create different applications from Question Answering Chatbots to Text Generators to Conversational […] The post One-Stop Framework Building Applications with LLMs appeared first on Analytics Vidhya.

Modeling 347
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Why AI Is Like Drawing An Owl

Timo Elliott

There’s a meme on the internet about drawing an owl. Here’s a PG-rated version: In case you’re unfamiliar with it, here’s a very capable explanation from ChatGPT: What has that to do with AI? Well, it seems obvious that the latest large-language technologies like ChatGPT and Bard can be used to transform business. And that’s certainly true for tasks such as summarizing documents, which these technologies do astoundingly well.

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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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How to Efficiently Scale Data Science Projects with Cloud Computing

KDnuggets

This article discusses the key components that contribute to the successful scaling of data science projects. It covers how to collect data using APIs, how to store data in the cloud, how to clean and process data, how to visualize data, and how to harness the power of data visualization through interactive dashboards.

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14 essential book recommendations by and for IT leaders

CIO Business Intelligence

Looking for your next read? Why not pick up a book that will inspire you to be a more effective leader, help you spot challenges and pitfalls in your IT strategies and processes, or prepare for the future of information technology? I asked CIOs and other high-level IT leaders to recommend books that have impacted their career, whether that has meant inspiring them to be better leaders or helping them navigate a particular challenge.

IT 130
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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 315
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My Thoughts on Day Two Keynote of SAP Sapphire Orlando 2023

Timo Elliott

This is my personal summary of the Day 2 Customer Success Keynote at the 2023 SAP Sapphire Customer Conference in Orlando, Florida. A replay is available on the Virtual Sapphire Platform. Day two opened with SAP’s Customer Success leader Scott Russell and a story about bumping into an old friend, who remarked how hard it is for companies to actually change, to take full advantage of the latest technologies.

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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 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 110
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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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How To Use ChatGPT API In Python

Analytics Vidhya

Introduction Do you want to make your chatbots more conversational and intelligent? Then, look no further than ChatGPT by OpenAI. ChatGPT is a state-of-the-art conversational AI that can understand natural language queries and respond in a human-like manner. This article will guide you to access this powerful tool using the ChatGPT API using openAI library. […] The post How To Use ChatGPT API In Python appeared first on Analytics Vidhya.

Analytics 314
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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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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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Top Posts May 8-14: Mojo Lang: The New Programming Language

KDnuggets

Mojo Lang: The New Programming Language • Stop Doing this on ChatGPT and Get Ahead of the 99% of its Users • 3 Ways to Access GPT-4 for Free • 8 Open-Source Alternative to ChatGPT and Bard • Exploratory Data Analysis Techniques for Unstructured Data

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Examining the fallout of APAC tech skills shortages

CIO Business Intelligence

Recent research from IDC report Enterprise Automation to Mitigate the Digital Skills Shortage found that up to 80% of organizations in the APAC region, excluding Japan, find it difficult or extremely difficult to fill vacancies in IT roles. Some of the hardest roles to fill include security, and development and data professionals. The report also shows that when organizations are able to fill these roles, it’s taking them three to four months longer than it did a year ago.

Software 111
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Top 5 AI Tools for Google Sheets

Analytics Vidhya

Introduction Spreadsheets are a fundamental tool used in businesses worldwide. They help with organizing data, tracking financials, and much more. However, handling large amounts of data can be time-consuming and error-prone. Fortunately, artificial intelligence (AI) has revolutionized how we use spreadsheets. There are now many AI tools available that can automate manual tasks and streamline […] The post Top 5 AI Tools for Google Sheets appeared first on Analytics Vidhya.

Analytics 315
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AI In Marketing: Is It Worth the Hype?

Smart Data Collective

AI has been the latest controversy, as it may seem to eliminate the need for human working positions in most professions. Artists, especially, were vocal about their concerns about the technology, considering the system’s merging way of creating art. ChatGPT doesn’t seem to think about the importance of artists after it tells a writer they don’t exist but after citing their previous work.

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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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Should You Consider a DataOps Career?

KDnuggets

Transitioning your career to DataOps could be just the change you need - not only will it provide the possibility to expand your technical skills, but also a rewarding salary with many job openings.

IT 102
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How to incubate a winning innovation program

CIO Business Intelligence

When leaders consider how technology has enabled the transformation of business models over the past several years, few would disagree that the world has changed dramatically. Retail, entertainment, music, and banking have largely moved online. It’s a familiar story: Netflix beat Blockbuster; Amazon beat Borders. More recently, Tesla has transformed the experience of buying, owning, and driving a car.

Software 110
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Zoom Integrates AI for Seamless Video Conferencing

Analytics Vidhya

Zoom, the popular video conferencing platform, has announced that it will integrate AI into its services to provide even more seamless and efficient video meetings. This integration comes as part of a larger trend of tech companies utilizing AI to improve customer experience. Here are the details on Zoom’s new integration with zapier Zoom Utilizes […] The post Zoom Integrates AI for Seamless Video Conferencing appeared first on Analytics Vidhya.

Analytics 305
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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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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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A Beginner’s Guide to Anomaly Detection Techniques in Data Science

KDnuggets

In this article, I will give you a brief introduction to anomaly detection and I will guide you through the different techniques that you can use to identify anomalies.

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Enabling a data-driven IT modernization strategy

CIO Business Intelligence

The big picture : In the midst of a rush to technology modernization, it’s critical to ensure the organization’s data assets are not overlooked. Why it matters:  Data-driven business decisions must factor prominently in modernization efforts. The bottom line:  Don’t leave data behind. Excellent opportunities to save and make money, reduce risk, and develop new models of business emerge when business, IT and data teams work together, identifying where the enterprise’s most valuable data assets re

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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 306
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2023 SAP Innovation Award Winners: Swiss Federal Railways, Mastering a Data-Driven Culture with SAP BTP

Timo Elliott

Mastering Data Hygiene Reliable data is at the core of all digital transformation. Here’s a great example of how technology can help make sure that you have a solid information foundation for innovative new business processes. Swiss Federal Railways (SBB) is a winner of one of the prestigious 2023 SAP Innovation Awards , in the “Experience Wizards” category.

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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.