TDAN

MAY 16, 2023

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.

Data Quality 52

Data Quality Data Warehouse Management Modeling 52

Analytics Vidhya

MAY 18, 2023

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.

Data mining 337

Data mining Machine Learning Analytics IT 337

David Menninger's Analyst Perspectives

MAY 17, 2023

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 147

Modeling Experimentation Data-driven Business Intelligence 147

KDnuggets

MAY 15, 2023

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

152

152

Advertiser: ZoomInfo

AI adoption is reshaping sales and marketing. But is it delivering real results? We surveyed 1,000+ GTM professionals to find out. The data is clear: AI users report 47% higher productivity and an average of 12 hours saved per week. But leaders say mainstream AI tools still fall short on accuracy and business impact. Download the full report today to see how AI is being used — and where go-to-market professionals think there are gaps and opportunities.

Sales

CIO Business Intelligence

MAY 16, 2023

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

Reporting Enterprise Software Management 141

Analytics Vidhya

MAY 13, 2023

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 364

Modeling Analytics Technology 364

KDnuggets

MAY 16, 2023

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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CIO Business Intelligence

MAY 13, 2023

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

Risk Marketing Enterprise Technology 137

Analytics Vidhya

MAY 13, 2023

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 357

Modeling Analytics Machine Learning 357

Timo Elliott

MAY 18, 2023

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.

Technology 121

Technology IT 121

Speaker: Ben Epstein, Stealth Founder & CTO | Tony Karrer, Founder & CTO, Aggregage

When tasked with building a fundamentally new product line with deeper insights than previously achievable for a high-value client, Ben Epstein and his team faced a significant challenge: how to harness LLMs to produce consistent, high-accuracy outputs at scale. In this new session, Ben will share how he and his team engineered a system (based on proven software engineering approaches) that employs reproducible test variations (via temperature 0 and fixed seeds), and enables non-LLM evaluation m

Testing

KDnuggets

MAY 17, 2023

And how to enhance your code quality using it.

IT 154

IT 154

CIO Business Intelligence

MAY 18, 2023

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

IT Recreation/Entertainment Software Technology 130

Analytics Vidhya

MAY 16, 2023

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 328

Modeling Analytics Data Science 328

Smart Data Collective

MAY 17, 2023

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.

Marketing 116

Marketing IT B2B Advertising 116

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Strategy

KDnuggets

MAY 19, 2023

Is your statistical alignment Bayesian or a Frequentist?

Statistics 144

Statistics Data Science 144

IBM Big Data Hub

MAY 17, 2023

As we navigate an unstable economy, organizations across industries want to be “future-ready,” and that requires systems and processes that can continuously evolve in response to the marketplace demands. For customers who run their operations on SAP, this means modernizing to a cloud ERP platform that supports greater flexibility and agility.

Consulting 114

Consulting ROI Manufacturing Management 114

Analytics Vidhya

MAY 14, 2023

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 329

Analytics 329

Smart Data Collective

MAY 17, 2023

AI technology has become crucial for modern businesses trying to maintain a competitive edge in the 21st Century. Around 35% of businesses are already using AI and another 42% plan to use it in the future. The rapid proliferation of ChatGPT has gained a lot of attention over the last few months, but it is not the only form of AI software impacting business.

Enterprise 116

Enterprise Cost-Benefit Software Data-driven 116

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Testing

KDnuggets

MAY 18, 2023

A new AI Bard powered by PaLM V2 that can write, translate, and code better than ChatGPT.

IT 130

IT 130

CIO Business Intelligence

MAY 16, 2023

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

Sales Interactive Enterprise Software 114

Analytics Vidhya

MAY 19, 2023

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 327

Analytics 327

Smart Data Collective

MAY 16, 2023

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.

Technology 116

Technology Publishing Marketing Sales 116

Advertiser: ZoomInfo

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Reporting

KDnuggets

MAY 18, 2023

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.

Data Science 128

Data Science Visualization Dashboards Interactive 128

CIO Business Intelligence

MAY 19, 2023

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

Software Risk Machine Learning Reporting 111

Analytics Vidhya

MAY 15, 2023

In a recent interview, the president of Emirates Airline, Tim Clark, shared his belief that passenger planes may soon be flown by artificial intelligence (AI) co-pilots, with the possibility of a single-pilot aircraft. While some passengers may feel more comfortable knowing there are two pilots in the cockpit, Clark emphasized that the technology for fully […] The post AI Pilots May Soon Fly Passenger Planes, Says Emirates Airline President appeared first on Analytics Vidhya.

Technology 319

Technology Analytics Machine Learning 319

Smart Data Collective

MAY 17, 2023

Data breaches have become frighteningly common in recent years. In 2022, over 422 million individuals were affected by over 1,800 data breaches. According to the Identity Theft Resource Center’s 2022 Data Breach Report, the number of data breaches decreased slightly in 2022 from the number reported in 2021. However, this was due to a lag in the beginning of the year and the total number of Americans affected actually surged.

Risk 115

Risk Measurement Software Management 115

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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

KDnuggets

MAY 16, 2023

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 122

Marketing 122

CIO Business Intelligence

MAY 15, 2023

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.

Recreation/Entertainment 111

Recreation/Entertainment Software Technology Digital Transformation 111

Analytics Vidhya

MAY 16, 2023

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 318

Analytics Technology 318

Smart Data Collective

MAY 19, 2023

Few industries have been untouched by changes in artificial intelligence technology. However, the financial industry has been affected more than most others. Therefore, it should not be surprising to hear that the global market for AI in the financial services sector was worth $9.45 billion in 2021 and is growing at a rate of 16.5% a year. AI is revolutionizing the financial industry by automating many processes and providing new, meaningful insights that were once impossible.

Analytics 113

Analytics Cost-Benefit Predictive Analytics Marketing 113

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Large enterprises face unique challenges in optimizing their Business Intelligence (BI) output due to the sheer scale and complexity of their operations. Unlike smaller organizations, where basic BI features and simple dashboards might suffice, enterprises must manage vast amounts of data from diverse sources. What are the top modern BI use cases for enterprise businesses to help you get a leg up on the competition?

Business Intelligence