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 350

Advertising Modeling Publishing Data Processing 350

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 287

Reporting Analytics 287

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

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 134

IT Software Cost-Benefit Optimization 134

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 89

Dashboards Metadata Modeling Visualization 89

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 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 310

Finance Analytics Statistics 310

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

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 233

Testing Software Modeling Measurement 233

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 130

Data Quality Measurement Metrics Data Collection 130

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 131

Machine Learning Modeling 131

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 319

Modeling Analytics 319

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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 19, 2024

Artificial intelligence (AI), big data, and high-performance computing have shifted the digital landscape in many ways, particularly in the area of data growth and storage. As we rely more on technology, the surge in the volume of data presents new challenges in existing infrastructures. According to Gartner, AI-related data will account for 63% of all data by 2030, posing a higher requirement on the ability of automatic data scheduling and governance.

Unstructured Data 122

Unstructured Data Enterprise Technology Big Data 122

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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153

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 309

Modeling Analytics 309

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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

Anthropic, the AI startup that claims to differentiate itself from its peers as a responsible AI firm, launched a new AI model — Claude 3.5 Sonnet. This is the first model in its anticipated Claude 3.5 series and the company claims it surpasses current industry standards in AI intelligence. Anthropic is offering Claude 3.5 Sonnet for free on Claude.ai and the Claude iOS app, while it would allow Claude Pro and Team plan subscribers to access it with significantly higher rate limits.

Modeling 121

Modeling IT 121

TDAN

JUNE 19, 2024

AI governance has become a critical topic in today’s technological landscape, especially with the rise of AI and GenAI. As CEOs express concerns regarding the potential risks with these technologies, it is important to identify and address the biggest risks.

Risk 98

Risk Technology IT Data Governance 98

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 99

Big Data Interactive Management Data Integration 99

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 305

Analytics IT Modeling 305

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 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 128

Enterprise Forecasting Unstructured Data Reporting 128

KDnuggets

JUNE 19, 2024

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

Testing 124

Testing Machine Learning Data Integration Reporting 124

Smart Data Collective

JUNE 20, 2024

There are a lot of great things that you can do to become a more successful data scientist, which includes engaging in certain hobbies.

Big Data 106

Big Data 106

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 285

Deep Learning Machine Learning Analytics Modeling 285

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

CIO Business Intelligence

JUNE 20, 2024

Ilys Sutskever, the influential former chief scientist of OpenAI, has unveiled his highly anticipated new venture —Safe Superintelligence Inc (SSI) — a company dedicated to developing safe and responsible AI systems. The announcement comes after months of speculation following Sutskever’s departure from OpenAI, where he reportedly clashed with leadership including CEO Sam Altman over safety concerns.

Measurement 122

Measurement Modeling Reporting Management 122

KDnuggets

JUNE 18, 2024

Get your own local RAG system up and running in an embarrassingly few lines of code thanks to these 3 Llamas.

Modeling 116

Modeling 116

Cloudera

JUNE 21, 2024

Juneteenth holds profound significance in the history of freedom and equality for Black Americans. Also known as Freedom Day or Emancipation Day, Juneteenth commemorates the anniversary of June 19, 1865, when news of the Emancipation Proclamation reached Galveston, Texas, finally declaring freedom for enslaved Americans held in the Confederacy–more than two years after the proclamation was issued in on January 1, 1863.

IT 81

IT 81

Analytics Vidhya

JUNE 21, 2024

Introduction An extensive explanation of SQL Data Manipulation Language (DML) commands is given in this article. DML commands are essential for managing and changing data in databases. It is an invaluable tool for novice and expert database users alike, explaining the functions of DML commands like as INSERT, SELECT, UPDATE, and DELETE as well as […] The post SQL Data Manipulation Language (DML) Commands appeared first on Analytics Vidhya.

Management 276

Management Analytics IT 276

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Start-ups & SMBs launching products quickly must bundle dashboards, reports, & self-service analytics into apps. Customers expect rapid value from your product (time-to-value), data security, and access to advanced capabilities. Traditional Business Intelligence (BI) tools can provide valuable data analysis capabilities, but they have a barrier to entry that can stop small and midsize businesses from capitalizing on them.

Analytics