KDnuggets

MAY 24, 2023

When it's all said and done, and AI has been universally recognized as our rightful overlords, the idea of data science as a standalone field will have been but a blip on our collective radar.

Data Science 155

Data Science IT 155

Analytics Vidhya

MAY 1, 2023

Introduction Chatbots have become an integral part of the digital landscape, revolutionizing the way businesses interact with their customers. From customer service to sales, virtual assistants to voice assistants, chatbot evolution has taken place in everyday lives and in the way companies communicate with their users. The technological capabilities of chatbots have improved over time, […] The post Chatbot Evolution: ChatGPT Vs.

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Sales Interactive Technology Analytics 434

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

O'Reilly on Data

MAY 9, 2023

It’s hard to ignore the discussion around the Open Letter arguing for a pause in the development of advanced AI systems. Are they dangerous? Will they destroy humanity? Will they condemn all but a few of us to boring, impoverished lives? If these are indeed the dangers we face, pausing AI development for six months is certainly a weak and ineffective preventive.

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Modeling Reporting Data Governance IT 279

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Sales

datapine

MAY 2, 2023

Table of Contents 1) Benefits Of Big Data In Logistics 2) 10 Big Data In Logistics Use Cases Big data is revolutionizing many fields of business, and logistics analytics is no exception. The complex and ever-evolving nature of logistics makes it an essential use case for big data applications. You can use big data analytics in logistics, for instance, to optimize routing, improve factory processes, and create razor-sharp efficiency across the entire supply chain.

Big Data 275

Big Data Internet of Things Cost-Benefit Optimization 275

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

Analytics Vidhya

MAY 11, 2023

Introduction As artificial intelligence and machine learning continue to evolve at a rapid pace, we find ourselves in a world where chatbots are becoming increasingly commonplace. Google recently made headlines with the release of Bard, its language model for dialogue applications (LaMDA). It is said to be trained to have more natural and open-ended conversations […] The post Chatgpt-4 v/s Google Bard: A Head-to-Head Comparison appeared first on Analytics Vidhya.

Machine Learning 382

Machine Learning Modeling Analytics IT 382

KDnuggets

MAY 2, 2023

Bark is a versatile audio generation model that supports multi-language, music, voice cloning, and speaker prompts audio generation.

Modeling 160

Modeling 160

Smart Data Collective

MAY 24, 2023

Great customer support plays a central role in a company’s success and profitability. Businesses with an excellent reputation for customer service tend to do better overall and stay in business longer. Companies that miss the mark often lose customers and generate negative reviews online. Unfortunately, bad reviews can deter new customers. What makes some businesses fail to provide outstanding customer support?

Machine Learning 144

Machine Learning Cost-Benefit Technology Interactive 144

DataKitchen

MAY 31, 2023

This webinar discusses how to make embarrassing data errors a thing of the past. We will start with how data engineers do not understand their data and have difficulty identifying problematic data records. We will also discuss how the vast majority of data engineers are so busy that they don’t know, or have time to write, tests to write to find data errors.

Testing 130

Testing IT 130

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

David Menninger's Analyst Perspectives

MAY 23, 2023

MicroStrategy is a long-standing business intelligence and analytics vendor that operates worldwide. Founded in 1989, this publicly traded company with hundreds of millions of dollars in revenue recently held its first in-person conference since prior to the pandemic. Similar to previous in-person events, the event was well attended by about 2,000 attendees and exhibitors.

Business Intelligence 130

Business Intelligence Analytics IT Technology 130

CIO Business Intelligence

MAY 23, 2023

By Hock Tan, Broadcom President & CEO Innovation comes in many forms. In Broadcom’s case, it has been through a combination of organic growth and growth through acquisition, which has created Broadcom today – a company built from a heritage of American technology pioneers such as AT&T Bell Labs and Hewlett Packard, among others. Broadcom has grown by building on the innovations of businesses with critical products, a strong track record, and significant long-term growth potential.

Uncertainty 145

Uncertainty Cost-Benefit Risk Enterprise 145

Analytics Vidhya

MAY 9, 2023

Following claims of massive losses sustained in building their most recent product, ChatGPT, OpenAI, the AI research firm co-founded by tech titans like Elon Musk and Sam Altman, is making headlines. According to a recent story by The Information, the development of this technology apparently came at a high cost, with losses almost doubling to […] The post How OpenAI Lost Half a Billion Dollars Due to ChatGPT?

Technology 367

Technology Analytics 367

KDnuggets

MAY 2, 2023

In this article, we’ll cover what K-Means clustering is, how the algorithm works, choosing K, and a brief mention of its applications.

IT 160

IT Machine Learning 160

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Strategy

Smart Data Collective

MAY 7, 2023

The advent of the digital age introduced a novel conundrum for businesses, and it is adhering to stringent government regulations related to record-keeping. This challenge becomes particularly pronounced for companies that manage extensive reservoirs of data. However, cloud computing has revolutionized how enterprises manage their records and make it easier for businesses to comply.

Insurance 135

Insurance Cost-Benefit Measurement Data Processing 135

DataKitchen

MAY 31, 2023

Something is missing from our data systems. We cannot judge the expectations vs. reality in our production data systems. What is the variance between what is happening now and what should be happening? Is it on time? Late? Is it trustworthy? What is happening now? Will my customers find a problem? That missing piece that connects data system expectations and reality is a ‘Data Journey.

IT 130

IT 130

datapine

MAY 5, 2023

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.

Data-driven 130

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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

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Testing

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 1, 2023

Has there always been a rise in ChatOps and LMOps, or will it happen after the release of ChatGPT and Google Bard?

IT 160

IT 160

Smart Data Collective

MAY 7, 2023

Cybersecurity is essential for any organization looking to stay competitive in today’s digital world. However, the average data breach cost is staggering— $3.86 million —and organizations are constantly at risk of cyber-attacks and malicious actors. In order to protect your business from these threats, it’s essential to understand what digital transformation entails and how you can safeguard your company from cyber risks.

Digital Transformation 129

Digital Transformation Risk Strategy Testing 129

DataKitchen

MAY 4, 2023

All the cool kids are talking about Data Products and Data Mesh. The data companies have gotten ahold of terms and started to say their twenty-year-old ETL tools are the perfect tools to do that fashionable product-meshy stuff. What is going on? The post ON-DEMAND WEBINAR: Data Products and Data Mesh first appeared on DataKitchen.

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Optimization

AWS Big Data

MAY 2, 2023

Amazon Managed Workflows for Apache Airflow (Amazon MWAA) is a managed orchestration service for Apache Airflow that makes it simple to set up and operate end-to-end data pipelines in the cloud at scale. Amazon MWAA supports multiple versions of Apache Airflow (v1.10.12, v2.0.2, and v2.2.2). Earlier in 2023, we added support for Apache Airflow v2.4.3 so you can enjoy the same scalability, availability, security, and ease of management with Airflow’s most recent improvements.

Testing 129

Testing Experimentation Management Metadata 129

CIO Business Intelligence

MAY 2, 2023

Despite the best of intentions, CIOs and their organizations often struggle to deliver business outcomes from digital transformation strategies. According to research firm Gartner , 89% of corporate boards say digital is embedded in all business growth strategies, but only 35% of organizations are on track to achieve digital transformation goals. And while KPMG reports that 72% of CEOs have aggressive digital investment strategies, McKinsey details a harsh reality that 70% of transformations fai

Digital Transformation 141

Digital Transformation IT Data-driven Data Quality 141

Analytics Vidhya

MAY 4, 2023

Artificial intelligence (AI) has brought many advancements in creating media content nearly indistinguishable from that produced by humans. However, while this technology opens up new possibilities for creativity and innovation, it also poses a significant threat: deepfakes. AI can create manipulated images, videos, or audio files known as deepfakes that can be challenging to identify […] The post How to Detect and Handle Deepfakes in the Age of AI?

Technology 364

Technology Analytics IT Deep Learning 364

KDnuggets

MAY 1, 2023

Have you thought of using ChatGPT to help augment your machine learning tasks? Check out our latest cheat sheet to find out how.

Machine Learning 160

Machine Learning Data Science Analytics 160

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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

IBM Big Data Hub

MAY 9, 2023

We stand on the frontier of an AI revolution. Over the past decade, deep learning arose from a seismic collision of data availability and sheer compute power, enabling a host of impressive AI capabilities. But we’ve faced a paradoxical challenge: automation is labor intensive. It sounds like a joke, but it’s not, as anyone who has tried to solve business problems with AI may know.

Enterprise 128

Enterprise Technology Modeling Cost-Benefit 128

DataKitchen

MAY 4, 2023

Webinar Summary: DataOps and Data Mesh Chris Bergh, CEO of DataKitchen, delivered a webinar on two themes – Data Products and Data Mesh. Bergh started by discussing the complexity within data and analytics teams, stating that complexity makes everything more complicated and, in the long run, it kills productivity. Examples of complexity within data and analytics teams include multiple teams with different roles, thousands of different data sets of different types and shapes, each with uniq

Measurement 130

Measurement Data-driven Testing Cost-Benefit 130

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 126

Data Warehouse Cost-Benefit Sales Data-driven 126

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

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