Mon.Jul 08, 2024

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What is Temperature in Prompt Engineering?

Analytics Vidhya

Introduction Prompt engineering is key to dealing with large language models (LLMs) such as GPT-4. “Temperature,” one of the most important prompt engineering parameters, greatly impacts the model’s behavior and output. This article examines the idea of temperature in prompt engineering, defines it, outlines its operation, and provides practical advice on utilizing it to modify […] The post What is Temperature in Prompt Engineering?

Modeling 317
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Podcast: Data Hurdles Poscast

DataKitchen

Christopher Bergh, CEO of DataKitchen, is transforming data analytics with his DataOps approach. By applying principles from agile and lean manufacturing, Bergh aims to eliminate the 70-80% waste in data processes. DataKitchen's suite of open-source tools offers solutions for observability, testing, and automation, addresses challenges in rapid change management, error detection team productivity.

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Difference Between SQL Commit and SQL Rollback

Analytics Vidhya

Introduction Managing data transactions is an important skill to have while working with databases. Tools like Structured Query Language (SQL) help you do this efficiently. It offers an array of built-in commands that can handle transactions, ensuring data integrity and consistency. Two most commonly used commands in this context are COMMIT and ROLLBACK.

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Anatomía de un ciberataque: un relato en primera persona

CIO Business Intelligence

“Aunque sucedió hace dos años y medio, todavía me genera ansiedad y desasosiego recordarlo”. Con estas palabras, Gonçal Badenes, CIO de la Universidad Autónoma de Barcelona (UAB), relata en primera persona cómo vivió en sus propias carnes el ciberataque de ransomware que el grupo cibercriminal PYSA perpetró en 2021 contra la institución pública educativa.

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The AI Superhero Approach to Product Management

Speaker: Conrado Morlan

In this engaging and witty talk, we’ll explore how artificial intelligence can transform the daily tasks of product managers into streamlined, efficient processes. Using the lens of a superhero narrative, we’ll uncover how AI can be the ultimate sidekick, aiding in decision-making, enhancing productivity, and boosting innovation. Attendees will leave with practical tools and actionable insights, motivated to embrace AI and leverage its potential in their work. 🦸 🏢 Key objectives:

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Rajini++: Programming Language Inspired by Rajinikanth

Analytics Vidhya

Introduction Innovation and creativity frequently cross paths in programming languages in surprising ways. One such instance is the computer language Rajini++, which drew inspiration from the well-known lines of South Indian movie star Rajinikanth. Aadhithya Sankar’s playful and distinctive esoteric programming language Rajini++ (or Rajinipp) is a tribute to the iconic actor.

Analytics 291
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10 ways to prevent shadow AI disaster

CIO Business Intelligence

Like all technology-related things, shadow IT has evolved. No longer just a SaaS app handling some worker’s niche need or a few personal BlackBerries snuck in by sales to access work files on the go, shadow IT today is more likely to involve AI, as employees test out all sorts of AI tools without the knowledge or blessing of IT. The volume of shadow AI is staggering, according to research from Cyberhaven, a maker of data protection software.

Risk 133

More Trending

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Año uno de la Consejería de Digitalización de Madrid: más de 100 proyectos incluyen IA

CIO Business Intelligence

La Consejería de Digitalización de la Comunidad de Madrid no ha perdido el tiempo en su primer año de vida. En el primer balance realizado por la entidad, su consejero Miguel López-Valverde, detalló las diferentes iniciativas que se han puesto en marcha en este ejercicio, con un claro foco en la tecnología de moda: más de 100 proyectos incluyen la inteligencia artificial (IA) para modernizar los servicios públicos.

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Gemma 2: Successor to Google Gemma Family of Large Language Models

Analytics Vidhya

Introduction Google’s Gemma family of language models, renowned for their efficiency and performance, has recently welcomed Gemma 2. This latest iteration introduces two models: a 27 billion parameter version that matches the performance of larger models like Llama 3 70B with significantly lower processing requirements, and a 9 billion parameter version that surpasses the Llama […] The post Gemma 2: Successor to Google Gemma Family of Large Language Models appeared first on Analytics

Modeling 273
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How to Use the Hugging Face Tokenizers Library to Preprocess Text Data

KDnuggets

Text preprocessing is an important step in NLP. Let's learn how to use the Hugging Face Tokenizers Library to preprocess text data.

Modeling 120
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What is Python IDLE?

Analytics Vidhya

Introduction Python IDLE is a very helpful tool which helps to develop, debug and run Python code easily. It is useful for programmers of all experience levels due to an interactive shell, syntax highlighting, auto-completion, and an integrated debugger. This article includes the general description of functionality, setup, and real-life implementation of the described concept. […] The post What is Python IDLE?

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Provide Real Value in Your Applications with Data and Analytics

The complexity of financial data, the need for real-time insight, and the demand for user-friendly visualizations can seem daunting when it comes to analytics - but there is an easier way. With Logi Symphony, we aim to turn these challenges into opportunities. Our platform empowers you to seamlessly integrate advanced data analytics, generative AI, data visualization, and pixel-perfect reporting into your applications, transforming raw data into actionable insights.

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Request for proposal vs. request for partner: what works best for you?

CIO Business Intelligence

Industry pundits have debated the value of conventional RFPs for more than a decade. Researchers at the University of Tennessee have been leaders in studying the shift to bidding approaches of greater collaboration, and have recently weighed in on the debate. Interested in making a switch? This article provides a comparison between a traditional Request for Proposal (RFProposal) and more collaborative Request for Partner (RFPartner) processes.

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Graph RAG: Enhancing Retrieval-Augmented Generation with Graph Structures

Analytics Vidhya

Introduction Have you ever wondered how some AI systems seem to pull up just the right information and weave it into their answers as if they were chatting with an expert? That’s the magic of the Retrieval-Augmented Generation (RAG). RAG represents a powerful advancement in natural language processing, effectively merging the strengths of generative and […] The post Graph RAG: Enhancing Retrieval-Augmented Generation with Graph Structures appeared first on Analytics Vidhya.

Analytics 245
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L’IA generativa tra sostenibilità e rischi: ecco perché i CIO guardano agli Small Language Model

CIO Business Intelligence

Mentre GPT-4 passa il test di Turing, Microsoft spinge il suo assistente IA Copilot nei prodotti per le imprese e Google annuncia la disponibilità dell’app Gemini sui cellulari anche in Italia, i CIO studiano la tecnologia dell’intelligenza artificiale generativa per restare sempre aggiornati, ma senza farsi sviare né dall’entusiasmo tecnologico né dalle proposte commerciali.

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How to Install Power BI Desktop

Analytics Vidhya

Introduction Power BI is a freely available tool from Microsoft for business analytics. It helps you visualize data and seamlessly share the insights from it with stakeholders. Whether you’re a data scientist, an analyst, or a business user, Power BI is a must-know tool that can make your work a lot easier. It allows you […] The post How to Install Power BI Desktop appeared first on Analytics Vidhya.

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Entity Resolution: Your Guide to Deciding Whether to Build It or Buy It

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.

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How To Use Docker Tags to Manage Image Versions Effectively

KDnuggets

Docker tags are important for managing and versioning Docker images. This tutorial will teach you how to use Docker tags effectively.

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Segment Anything Model(SAM): Meta’s Groundbreaking Segment Anything Model

Analytics Vidhya

Introduction Meta AI (formerly Facebook AI) has introduced a revolutionary AI model called SAM (Segment Anything Model), representing a significant leap forward in computer vision and image segmentation technology. This article explores SAM’s features, capabilities, potential applications, and implications for various industries. Overview What is SAM?

Modeling 223
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Amazon Managed Service for Apache Flink now supports Apache Flink version 1.19

AWS Big Data

Apache Flink is an open source distributed processing engine, offering powerful programming interfaces for both stream and batch processing, with first-class support for stateful processing and event time semantics. Apache Flink supports multiple programming languages, Java, Python, Scala, SQL, and multiple APIs with different level of abstraction, which can be used interchangeably in the same application.

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Introduction to Statistics: A Statology Primer

KDnuggets

Learn all about introductory statistics with this collection of tutorials from our sister site Statology.

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Deliver Mission Critical Insights in Real Time with Data & Analytics

In the fast-moving manufacturing sector, delivering mission-critical data insights to empower your end users or customers can be a challenge. Traditional BI tools can be cumbersome and difficult to integrate - but it doesn't have to be this way. Logi Symphony offers a powerful and user-friendly solution, allowing you to seamlessly embed self-service analytics, generative AI, data visualization, and pixel-perfect reporting directly into your applications.

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AI-for-Good: Dataiku’s Global Impact on NGO Missions

Dataiku

Dataiku’s AI-for-Good Program launched in 2019 to enable better adoption of AI, positively impact our community, and contribute to AI education. In 2024, the program counted 18 NGO partners across the world, enabling them to embrace the potential of data analysis and AI to advance their respective missions. The NGOs were accompanied by Dataiku data scientists, sales engineers, and analysts volunteers to help them scope and move forward on use cases.

Sales 59
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Big Data: Examples, Sources and Technologies explained

ScienceSoft

While defining big data, we share multi-industry examples of its practical application, list its internal and external sources, as well as name most popular big data technologies.

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Learn Computer Science with Princeton University for FREE!

KDnuggets

Check out these 6 courses to get your foot into the computer science world!

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3 Approaches to Business Intelligence as a Service

ScienceSoft

To show business intelligence as a service from different angles, we consider 3 approaches: when it relies on internal data, on external data, and when a hybrid approach is used.

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Generative AI Deep Dive: Advancing from Proof of Concept to Production

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

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DashApps – the Next Big Thing?

Paul Blogs on BI

Well IBIS 2024, the BusinessObjects event of the year, was just brilliant. The sessions were outstanding, the keynotes inspiring, the interactions compelling and the BI 2025 test drives exciting. It really was the best IBIS ever! Once again, my favorite part was the compelling customer case studies, and this year was exceptional. One, in particular, that really stood out for me was from a nationwide healthcare organization that has developed a whole collection of both operational and Business In

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Does Your Business Need Data Analytics Outsourcing?

ScienceSoft

We explore data analytics outsourcing – outline the service, look at the advantages that it can bring to businesses, as well as explore the aspects that usually raise concerns.

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Avoid AI pitfalls: Understanding how your business sells is key to a smooth AI deployment

CIO Business Intelligence

Many companies struggle with where and how to implement artificial intelligence (AI) into their workflows. We suggest applying AI to the highest-value processes in your company — sales and order entry — because the return on investment (ROI) can be fast and substantial. With AI, quote turnaround can go from 12 hours to 20 minutes , training time drops by 90%, and sales productivity goes through the roof.

Sales 106
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Business Intelligence and Data Analytics: Making Use of the Alliance

ScienceSoft

You have a BI solution implemented, but still check recent BI trends? Wisely done! We suggest you consider data analytics trends as well. This gives you a great chance to empower your solution.

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Using Data & Analytics for Improving Healthcare Innovation and Outcomes

In the rapidly evolving healthcare industry, delivering data insights to end users or customers can be a significant challenge for product managers, product owners, and application team developers. The complexity of healthcare data, the need for real-time analytics, and the demand for user-friendly interfaces can often seem overwhelming. But with Logi Symphony, these challenges become opportunities.

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How EchoStar ingests terabytes of data daily across its 5G Open RAN network in near real-time using Amazon Redshift Serverless Streaming Ingestion

AWS Big Data

This post was co-written with Balaram Mathukumilli, Viswanatha Vellaboyana and Keerthi Kambam from DISH Wireless , a wholly owned subsidiary of EchoStar. EchoStar , a connectivity company providing television entertainment, wireless communications, and award-winning technology to residential and business customers throughout the US, deployed the first standalone, cloud-native Open RAN 5G network on AWS public cloud.

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Apache Cassandra vs. Hadoop Distributed File System: When Each is Better

ScienceSoft

Our big data consultants compare Apache Cassandra against Hadoop Distributed File System and describe their key functional differences. Find out which of the two is a better choice for your project and which one shows better performance.

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Amazon DataZone introduces OpenLineage-compatible data lineage visualization in preview

AWS Big Data

We are excited to announce the preview of API-driven, OpenLineage-compatible data lineage in Amazon DataZone to help you capture, store, and visualize lineage of data movement and transformations of data assets on Amazon DataZone. With the Amazon DataZone OpenLineage-compatible API, domain administrators and data producers can capture and store lineage events beyond what is available in Amazon DataZone, including transformations in Amazon Simple Storage Service (Amazon S3), AWS Glue , and other

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Big Data in Manufacturing: Use Cases + Guide on How To Start

ScienceSoft

As a manufacturer, you’re interested to see what data analytics can do for you? Then check out these 12 real-life examples for big data in manufacturing and see a nice and easy guide on how to start your big data action.

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Leading the Development of Profitable and Sustainable Products

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.