Analytics Vidhya

MAY 17, 2023

Introduction Welcome to the future of AI: Generative AI! Have you ever wondered how machines learn to understand human language and respond accordingly? Let’s take a look at ChatGPT – the revolutionary language model developed by OpenAI. With its groundbreaking GPT-3.5 architecture, ChatGPT has taken the world by storm, transforming how we communicate with machines […] The post How Does ChatGPT Work: From Pretraining to RLHF appeared first on Analytics Vidhya.

Machine Learning 280

Machine Learning Modeling Analytics IT 280

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 144

Modeling Experimentation Data-driven Business Intelligence 144

Analytics Vidhya

MAY 17, 2023

Introduction In recent years, the rise of Generative AI tools like ChatGPT and Bard has changed the way we interact with technology. These intelligent chatbots are capable of answering any question you ask them (irrespective of whether they understand the topic referred to in the question), leading some to believe they could replace search engines […] The post Why ChatGPT (and Bard) Can’t Replace Search Engines appeared first on Analytics Vidhya.

Interactive 272

Interactive Technology Analytics 272

CIO Business Intelligence

MAY 17, 2023

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

Data-driven 109

Data-driven Strategy IT Insurance 109

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Visualization

Analytics Vidhya

MAY 17, 2023

Introduction OpenAI’s recent announcement about the massive update for ChatGPT Plus users has garnered a lot of attention. The new update includes access to web browsing and over 70 beta plugins. These plugins offer a range of features, from text-to-audio conversions to real-time data on stocks and crypto. As an AI chatbot, ChatGPT is designed […] The post Are Plugins and Web Browsing in ChatGPT of Any Use?

Analytics 293

Analytics 293

AWS Big Data

MAY 17, 2023

Credit: Phil Goldstein Jerry Wang, Peloton’s Director of Data Engineering (left), and Evy Kho, Peloton’s Manager of Subscription Analytics, discuss how the company has benefited from using Amazon Redshift. New York-based Peloton , which aims to help people around the world reach their fitness goals through its connected fitness equipment and subscription-based classes, saw booming growth in the early stage of the COVID-19 pandemic.

Data Warehouse 108

Data Warehouse Cost-Benefit Sales Data-driven 108

CIO Business Intelligence

MAY 17, 2023

Women-owned businesses represent 33% of the world’s private businesses. That number should be higher when you consider that women-owned businesses are one of the most underutilized drivers of innovation and job growth in both developed and emerging markets. These businesses are particularly challenged when it comes to accessing opportunities in global trade.

Digital Transformation 105

Digital Transformation Marketing Technology Management 105

Analytics Vidhya

MAY 17, 2023

OpenAI has recently announced a massive update for all ChatGPT Plus users. This new update will allow users access to web browsing within ChatGPT and 70 beta plugins. From text-to-audio conversions to real-time data on stocks and crypto, these beta plugins include a vast range of features. The new plugin support will give users more […] The post OpenAI Rolling Out ChatGPT Plugins For All Plus Users | Learn How to Enable Them appeared first on Analytics Vidhya.

Analytics 266

Analytics 266

KDnuggets

MAY 17, 2023

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.

Data Science 105

Data Science 105

Analytics Vidhya

MAY 17, 2023

The rapid advancement of artificial intelligence (AI) has led to concerns about its impact on society. OpenAI CEO Sam Altman recently testified before a Senate Judiciary subcommittee, urging lawmakers to regulate the development and deployment of AI systems. He took a moment to express his apprehension about the risks associated with increasingly powerful models.

Risk 257

Risk Modeling Analytics IT 257

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

Timo Elliott

MAY 17, 2023

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.

Manufacturing 105

Manufacturing Recreation/Entertainment Technology Strategy 105

Analytics Vidhya

MAY 17, 2023

How can we sift through many variables to identify the most influential factors for accurate predictions in machine learning? Recursive Feature Elimination offers a compelling solution, and RFE iteratively removes less important features, creating a subset that maximizes predictive accuracy. By leveraging a machine learning algorithm and an importance-ranking metric, RFE evaluates each feature’s impact […] The post Recursive Feature Elimination: Working, Advantages & Examples ap

Machine Learning 223

Machine Learning Metrics Analytics Data Science 223

CIO Business Intelligence

MAY 17, 2023

The pain of long lines for food and drinks is about to be eased at Melbourne’s Marvel Stadium with the introduction of Amazon’s Just Walk Out technology, a first for the southern hemisphere. Rob Pickering, general manager for technology at The Australian Football League (AFL), which owns and operates the stadium, says the initiative is set to go live in the next fortnight in time for the early rounds of the AFL Premiership Season.

Technology 98

Technology Metrics Digital Transformation Data Processing 98

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 96

Marketing IT B2B Interactive 96

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.

Experimentation

Cloudera

MAY 17, 2023

During Women’s History Month, Cloudera hosted a fantastic fireside chat featuring Irma Laxamana, Chief Legal Officer for Cloudera, and Cloudera’s CHRO, Amy Nelson. The discussion was wide-ranging from reflecting on career lessons learned, to advice on navigating the workplace. Below are the highlights of the chat. About Irma Laxamana Irma is the Chief Legal Officer at Cloudera leading a global team of lawyers and legal professionals supporting all areas of the business.

Data Processing 86

Data Processing Interactive Technology Software 86

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 91

Enterprise Cost-Benefit Software Data-driven 91

AWS Big Data

MAY 17, 2023

Customers are adopting Amazon Managed Service for Apache Kafka (Amazon MSK) as a fast and reliable streaming platform to build their enterprise data hub. In addition to streaming capabilities, setting up Amazon MSK enables organizations to use a pub/sub model for data distribution with loosely coupled and independent components. To publish and distribute the data between Apache Kafka clusters and other external systems including search indexes, databases, and file systems, you’re required to set

Management 86

Management Data-driven Publishing Data Processing 86

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 85

Risk Measurement Software Management 85

Speaker: Kevin Kai Wong, President of Emergent Energy Solutions

In today's industrial landscape, the pursuit of sustainable energy optimization and decarbonization has become paramount. Manufacturing corporations across the U.S. are facing the urgent need to align with decarbonization goals while enhancing efficiency and productivity. Unfortunately, the lack of comprehensive energy data poses a significant challenge for manufacturing managers striving to meet their targets.

Manufacturing

KDnuggets

MAY 17, 2023

And how to enhance your code quality using it.

IT 147

IT 147

IBM Big Data Hub

MAY 17, 2023

Business leaders know that their organization’s success relies on its ability to keep essential processes running smoothly and efficiently. Communication technology like email and Slack have become so essential that business grinds to a halt if there are gaps in service. Furthermore, businesses are increasingly reliant on applications like Jira and ServiceNow to manage workflows and IT service management.

Management 77

Management IT Optimization Consulting 77

KDnuggets

MAY 17, 2023

Mojo Lang: The New Programming Language • Pandas AI: The Generative AI Python Library • Data Scientist’s Guide to Cognitive Biases: A Free eBook • 8 Free AI and LLMs Playgrounds • Practical Statistics for Data Scientists

Statistics 57

Statistics 57

CIO Business Intelligence

MAY 17, 2023

IBM mainframe technology is a data center lynchpin for many organizations. Introduced 35 years ago as OS/400, a survey of IBM i users by Forta found that seven out of 10 use IBM i, an operating system developed by IBM for IBM Power Systems, to run more than half of their applications. While adoption of newer versions of IBM i – such as IBM i 7.4 and IBM i 7.5, released in 2019 and 2022, respectively – has increased, customers are unlikely reaping the benefits of the operating system.

Cost-Benefit 58

Cost-Benefit Digital Transformation Software Metrics 58

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.

Management

Laminar Security

MAY 17, 2023

Advancing the healthcare industry is a core part of this medical device company’s mission. Access to company and patient data is vital to developing their innovative technology, but with increasing threats and regulatory requirements that vary between countries, the company must also prioritize data security. In this environment, it’s too easy for shadow data to grow, unknown and likely unsecured.

Unstructured Data 52

Unstructured Data Data Science Risk Management 52

AWS Big Data

MAY 17, 2023

This is a guest post by Kenta Oda from SOFTBRAIN Co., Ltd. Softbrain is a leading Japanese producer of software for sales force automation (SFA) and customer relationship management (CRM). Our main product, e-Sales Manager (eSM), is an SFA/CRM tool that provides sales support to over 5,500 companies in Japan. We provide our sales customers with a one-stop source for information and visualization of sales activity, improving their efficiency and agility, which leads to greater business opportunit

Sales 52

Sales Analytics Dashboards Visualization 52

Smarten

MAY 17, 2023

If you are a business owner, technology user or a fan of the news media, it would be difficult to avoid the topic of GPT and artificial intelligence (AI) in today’s news cycle. Whether you are looking at ChatGPT or Open AI and wondering how it might be applied to your business environment, it is important to understand the current state of this technology, the inherent risks and the possible opportunities.

Digital Transformation 52

Digital Transformation Experimentation Risk Testing 52

Data Virtualization

MAY 17, 2023

Reading Time: 2 minutes I was extremely pleased when I heard that Estes Express Lines, a Denodo customer, was recently featured exclusively in a Wall Street Journal (WSJ) article about modernizing the freight transport industry’s use of data. There are many logistics companies in. The post Why Denodo Customer Estes Express was Featured in the Wall Street Journal?

Data Integration 52

Data Integration Management Data Science 52

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.

Testing

Dataiku

MAY 17, 2023

It only takes a quick look around to see that the use of machine learning (ML) is more prevalent across industries than ever before! Taking into consideration the growing variety of use cases where ML is applicable as well as ongoing developments in the technology and its associated techniques , it’s very important for both veteran users as well as new adopters of ML to constantly experiment and fine-tune their model processes in order to best utilize talent and reach tangible business value.

Machine Learning 52

Machine Learning Modeling Technology IT 52

CIO Business Intelligence

MAY 17, 2023

The world has witnessed the undeniable power of digital transformation to unlock tremendous potential and propel businesses forward in today’s fast-paced digital era. Yet, as organisations work to reap the benefits of innovation and growth, they must also navigate this new terrain. The road to digital transformation requires significant investments of time, money, and resources, and demands that organisations adapt to complex technological, cultural, and organisational changes.

Digital Transformation 52

Digital Transformation Technology ROI Marketing 52

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 124

Consulting ROI Manufacturing Management 124

IBM Big Data Hub

MAY 17, 2023

Today, utilities and many other industries use drones extensively to conduct surveys, map assets and monitor business operations. They use drones for tasks as simple as aerial photography or as complex as sophisticated data collection and processing. The global commercial drone market is projected to grow from USD 8.15 billion in 2022 to USD 47.38 billion by 2029, at a CAGR of 28.58% in the forecast period.

Data Collection 84

Data Collection Visualization Data-driven Unstructured Data 84

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.

Risk