O'Reilly on Data

JUNE 18, 2024

Last month, TheNew York Times claimed that tech giants OpenAI and Google have waded into a copyright gray area by transcribing the vast volume of YouTube videos and using that text as additional training data for their AI models despite terms of service that prohibit such efforts and copyright law that the Times argues places them in dispute. The Times also quoted Meta officials as saying that their models will not be able to keep up unless they follow OpenAI and Google’s lead.

Advertising 353

Advertising Modeling Publishing Data Processing 353

Data Virtualization

JUNE 19, 2024

Reading Time: 5 minutes The data landscape has evolved and become more complex as organizations recognize the need to leverage data and analytics. Generative artificial intelligence has further put pressure on organizations to manage this complexity. At TDWI, we see companies collecting traditional structured. The post Navigating the New Data Landscape: Trends and Opportunities appeared first on Data Management Blog - Data Integration and Modern Data Management Articles, Analysis and Information

Data Integration 59

Data Integration Management Analytics Data Architecture 59

Smarten

JUNE 18, 2024

How Can My Business Understand and Handle Those Pesky Data Anomalies? Why guess at the cause of your business results? Whether you are seeing positive or negative results, it is still important to understand the ‘why.’ Without this information, you cannot adapt and adjust to improve declining results, OR repeat and improve those great results you are experiencing.

Key Performance Indicator 62

Key Performance Indicator Snapshot Sales Manufacturing 62

Analytics Vidhya

JUNE 18, 2024

Introduction Ever wonder how to get a complete picture of your company from different databases? SQL can help! Merging data from tables is like putting puzzle pieces together. This lets you analyze and report on all your information at once. In this article, we’ll explore how to use SQL queries like JOIN, UNION, etc. Overview Let’s dive […] The post 11 Ways to Merge Tables in SQL appeared first on Analytics Vidhya.

Reporting 312

Reporting Analytics 312

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Adding high-quality entity resolution capabilities to enterprise applications, services, data fabrics or data pipelines can be daunting and expensive. Organizations often invest millions of dollars and years of effort to achieve subpar results. This guide will walk you through the requirements and challenges of implementing entity resolution. By the end, you'll understand what to look for, the most common mistakes and pitfalls to avoid, and your options.

IT

Cloudera

JUNE 18, 2024

The world of Generative AI (GenAI) is rapidly evolving, with a wide array of models available for businesses to leverage. These models can be broadly categorized into two types: closed-source (proprietary) and open-source models. Closed-source models, such as OpenAI’s GPT-4o, Anthropic’s Claude 3, or Google’s Gemini 1.5 Pro, are developed and maintained by private and public companies.

Modeling 63

Modeling Enterprise IT 63

CIO Business Intelligence

JUNE 19, 2024

Three years ago BSH Home Appliances completely rearranged its IT organization, creating a digital platform services team consisting of three global platform engineering teams, and four regional platform and operations teams. Berke Menekli, VP of digital platform services, says it’s one of the best things he ever did. BSH’s previous infrastructure and operations teams, which supported the European appliance manufacturer’s application development groups, simply acted as suppliers of infrastructur

IT 138

IT Software Cost-Benefit Optimization 138

AWS Big Data

JUNE 18, 2024

Multimodal search enables both text and image search capabilities, transforming how users access data through search applications. Consider building an online fashion retail store: you can enhance the users’ search experience with a visually appealing application that customers can use to not only search using text but they can also upload an image depicting a desired style and use the uploaded image alongside the input text in order to find the most relevant items for each user.

Dashboards 93

Dashboards Metadata Modeling Visualization 93

TDAN

JUNE 19, 2024

“What’s a metaphor?” Mr. Biergel posed the question one morning to my high school grammar class. Being typical teenagers, we looked at him with blank-eyed stares. We expected that if we waited long enough, he’d write a paragraph-long definition on the blackboard. “What’s a metaphor?” he repeated. “A place for cows to graze!” We groaned.

Modeling 59

Modeling Data Governance Management 59

CONTACT Software

JUNE 18, 2024

On January 5, 2023, the Corporate Sustainability Reporting Directive (CSRD) came into effect – but what exactly does that mean? The European Parliament adopted this regulation as a significant step within the European Green Deal framework of 2019.

Reporting 52

Reporting 52

Analytics Vidhya

JUNE 19, 2024

Introduction The advent of huge language models in the likes of ChatGPT ushered in a new epoch concerning conversational AI in the rapidly changing world of artificial intelligence. Anthropic’s ChatGPT model, which can engage in human-like dialogues, solve difficult tasks, and provide well thought-out answers that are contextually relevant, has fascinated people all over the […] The post Why Does ChatGPT Use Only Decoder Architecture?

Modeling 350

Modeling Analytics 350

Speaker: Maher Hanafi, VP of Engineering at Betterworks & Tony Karrer, CTO at Aggregage

Executive leaders and board members are pushing their teams to adopt Generative AI to gain a competitive edge, save money, and otherwise take advantage of the promise of this new era of artificial intelligence. There's no question that it is challenging to figure out where to focus and how to advance when it’s a new field that is evolving everyday. 💡 This new webinar featuring Maher Hanafi, VP of Engineering at Betterworks, will explore a practical framework to transform Generative AI pr

Data Collection

O'Reilly on Data

JUNE 18, 2024

We’re planning a live virtual event later this year, and we want to hear from you. Are you using a powerful AI technology that seems like everyone ought to be using? Here’s your opportunity to show the world ! AI is too often seen as a “first world” enterprise of, by, and for the wealthy. We’re going to take a look at a Digital Green ’s Farmer.Chat , a generative AI bot that was designed to help small-scale farmers in developing countries access critical agricultural information.

Testing 240

Testing Software Modeling Measurement 240

DataKitchen

JUNE 21, 2024

Navigating the Storm: How Data Engineering Teams Can Overcome a Data Quality Crisis Ah, the data quality crisis. It’s that moment when your carefully crafted data pipelines start spewing out numbers that make as much sense as a cat trying to bark. You know you’re in trouble when the finance team uses your reports as modern art installations rather than decision-making tools.

Data Quality 117

Data Quality Measurement Metrics Data Collection 117

KDnuggets

JUNE 20, 2024

Image by author Model deployment is the process of trained models being integrated into practical applications. This includes defining the necessary environment, specifying how input data is introduced into the model and the output produced, and the capacity to analyze new data and provide relevant predictions or categorizations.

Machine Learning 132

Machine Learning Modeling 132

Analytics Vidhya

JUNE 19, 2024

Introduction “AI Agentic workflow will drive massive progress this year,” commented Andrew Ng, highlighting the significant advancements anticipated in AI. With the growing popularity of large language models, Autonomous Agents are becoming a topic of discussion. In this article, we will explore Autonomous Agents, cover the components of building an Agentic workflow, and discuss the […] The post Building an Agentic Workflow with CrewAI and Groq appeared first on Analytics Vidhy

Modeling 337

Modeling Analytics 337

Speaker: Jason Tanner

While growth of software-enabled solutions generates momentum, growth alone is not enough to ensure sustainability. The probability of success dramatically improves with early planning for profitability. A sustainable business model contains a system of interrelated choices made not once but over time. Join this webinar for an iterative approach to ensuring solution, economic and relationship sustainability.

Modeling

CIO Business Intelligence

JUNE 21, 2024

The market for enterprise applications grew 12% in 2023, to $356 billion, with the top 5 vendors — SAP, Salesforce, Oracle, Microsoft and Intuit — commanding a 21.2% market share between them, according to International Data Corp. “With just 0.2% of market share separating SAP and Salesforce, IDC regards these two companies as statistically tied for the number 1 position in the worldwide enterprise applications market for 2023,” it said in a new study, Worldwide Enterprise Applications Software

Marketing 128

Marketing Enterprise Forecasting Statistics 128

Cloudera

JUNE 17, 2024

Pride Month is underway and we at Cloudera are looking forward to joining the global celebration of diversity, equity and the ongoing effort for LGBTQ+ ( L esbian, G ay, B isexual, T ransgender, Q ueer/ Q uestioning) rights and recognition. Pride Month serves as a reminder that the fight for equality and equity for members of the LGBTQ+ community is not over.

Data Processing 106

Data Processing IT 106

KDnuggets

JUNE 21, 2024

Want to learn AI from the best of resources? Check out these free AI courses from top universities.

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150

Analytics Vidhya

JUNE 19, 2024

Introduction In the fast-evolving world of AI, it’s crucial to keep track of your API costs, especially when building LLM-based applications such as Retrieval-Augmented Generation (RAG) pipelines in production. Experimenting with different LLMs to get the best results often involves making numerous API requests to the server, each request incurring a cost.

Analytics 330

Analytics IT Modeling 330

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Generative AI is upending the way product developers & end-users alike are interacting with data. Despite the potential of AI, many are left with questions about the future of product development: How will AI impact my business and contribute to its success? What can product managers and developers expect in the future with the widespread adoption of AI?

Analytics

CIO Business Intelligence

JUNE 18, 2024

Enterprise resource planning (ERP) is ripe for a major makeover thanks to generative AI, as some experts see the tandem as a perfect pairing that could lead to higher profits at enterprises that combine them. The use of gen AI with ERP systems is still in its early days, but the combination is expected to provide several benefits, including helping employees create specialized ERP functionality on their own through code wizards, says Liz Herbert, a Forrester analyst and lead author of the report

Enterprise 134

Enterprise Forecasting Unstructured Data Reporting 134

AWS Big Data

JUNE 20, 2024

Real-time data streaming has become prominent in today’s world of instantaneous digital experiences. Modern software as a service (SaaS) applications across all industries rely more and more on continuously generated data from different data sources such as web and mobile applications, Internet of Things (IoT) devices, social media platforms, and ecommerce sites.

Modeling 90

Modeling Internet of Things Risk Management 90

KDnuggets

JUNE 19, 2024

Perform data integrity tests and generate model evaluation reports by writing a few lines of code.

Testing 126

Testing Machine Learning Data Integration Reporting 126

Analytics Vidhya

JUNE 21, 2024

Introduction If you have been working with data, I’m sure you use Microsoft Excel or Google Sheets on a daily basis. These tools make data storage and organization so easy, that they’ve become indispensable for data analysts, finance professionals, and even students. The best part of using these programs is the built-in functions they have, […] The post Standard Deviation in Excel and Sheets appeared first on Analytics Vidhya.

Finance 313

Finance Analytics Statistics 313

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Many organizations today are unlocking the power of their data by using graph databases to feed downstream analytics, enahance visualizations, and more. Yet, when different graph nodes represent the same entity, graphs get messy. Watch this essential video with Senzing CEO Jeff Jonas on how adding entity resolution to a graph database condenses network graphs to improve analytics and save your analysts time.

Visualization

CIO Business Intelligence

JUNE 21, 2024

As a nonprofit R&D center for the US government, MITRE is no stranger to AI. Its researchers have long been working with IBM’s Watson AI technology, and so it would come as little surprise that — when OpenAI released ChatGPT based on GPT 3.5 in late November 2022 — MITRE would be among the first organizations looking to capitalize on the technology, launching MITREChatGPT a month later.

Experimentation 127

Experimentation Data mining Reporting Data Processing 127

The Data Visualisation Catalogue

JUNE 19, 2024

Also known as a Tile Cartogram, Tilegram. A Mosaic Cartogram is a type of data map where the geographical regions are made up of uniform, square tiles. In a Mosaic Cartogram, each tile represents a nominal unit from a particular variable (e.g. 1 square = 1 million people). Hence, the number of tiles assigned to a region is proportional to the data value assigned to that region.

Snapshot 91

Snapshot Visualization 91

AWS Big Data

JUNE 18, 2024

AWS Glue is a serverless data integration service that enables you to run extract, transform, and load (ETL) workloads on your data in a scalable and serverless manner. One of the main advantages of using a cloud platform is its flexibility; you can provision compute resources when you actually need them. However, with this ease of creating resources comes a risk of spiraling cloud costs when those resources are left unmanaged or without guardrails.

Big Data 92

Big Data Interactive Management Data Integration 92

Analytics Vidhya

JUNE 21, 2024

Introduction ALTER command is one of the most important SQL functions to know for database manipulation and management. This Data Definition Language (DDL) command can alter existing tables by adding, removing, or updating columns, constraints, and indexes. We’ll look at different ways to use the ALTER command to highlight its flexibility. In addition, ALTER TABLE […] The post SQL ALTER TABLE Statement appeared first on Analytics Vidhya.

Management 303

Management Analytics IT Data Science 303

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

CIO Business Intelligence

JUNE 20, 2024

A medida que el trabajo 100% remoto que instauró la pandemia comienza a retroceder, las organizaciones están optando por un modelo híbrido , que tiene a los empleados repartiéndose sus horas laborales entre la oficina y el hogar. Esta nueva forma de trabajar tiene, sin duda, sus beneficios, como una mayor flexibilidad, productividad y satisfacción de los trabajadores.

Enterprise 128

Enterprise 128

KDnuggets

JUNE 21, 2024

Generating a ready-to-use HuggingFace model with FastAPI and Docker

Modeling 129

Modeling 129

AWS Big Data

JUNE 17, 2024

Amazon Managed Workflows for Apache Airflow (Amazon MWAA) is a fully managed orchestration service that makes it straightforward to run data processing workflows at scale. Amazon MWAA takes care of operating and scaling Apache Airflow so you can focus on developing workflows. However, although Amazon MWAA provides high availability within an AWS Region through features like Multi-AZ deployment of Airflow components, recovering from a Regional outage requires a multi-Region deployment.

Strategy 90

Strategy Metadata Recreation/Entertainment Metrics 90

Analytics Vidhya

JUNE 20, 2024

Introduction An introduction to machine learning (ML) or deep learning (DL) involves understanding two basic concepts: parameters and hyperparameters. When I came across these terms for the first time, I was confused because they were new to me. If you’re reading this, I assume you are in a similar situation too. So let’s explore and […] The post Understanding Parameters and Hyperparameters appeared first on Analytics Vidhya.

Deep Learning 311

Deep Learning Machine Learning Analytics Modeling 311

Speaker: John Mansour

If you're looking to advance your career in product management, there are more options than just climbing the management ladder. Join our upcoming webinar to learn about highly rewarding career paths that don't involve management responsibilities. We'll cover both career tracks and provide tips on how to position yourself for success in the one that's right for you.

Management