Analytics Vidhya

JULY 8, 2024

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 292

Modeling Analytics IT 292

DataKitchen

JULY 8, 2024

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.

Manufacturing 130

Manufacturing Testing Data Processing Data Analytics 130

Analytics Vidhya

JULY 8, 2024

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 286

Modeling Analytics Machine Learning 286

CIO Business Intelligence

JULY 8, 2024

“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.

Technology 135

Technology 135

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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

Analytics Vidhya

JULY 8, 2024

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 276

Analytics 276

CIO Business Intelligence

JULY 8, 2024

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.

Digital Transformation 113

Digital Transformation 113

AWS Big Data

JULY 8, 2024

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.

Data Warehouse 112

Data Warehouse IT Recreation/Entertainment Cost-Benefit 112

Analytics Vidhya

JULY 8, 2024

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.

Data Integration 273

Data Integration Management Analytics IT 273

CIO Business Intelligence

JULY 8, 2024

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 105

Sales Machine Learning ROI Modeling 105

Analytics Vidhya

JULY 8, 2024

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?

Interactive 238

Interactive Analytics IT 238

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📌Is your Data & AI transformation struggling to really impact the business? Discover the game-changing StratOps approach that: Bridges the Gap : Connect your Data & AI strategy to your operating model, to ensure alignment at every level. Prioritizes Outcomes : Focuses on concrete business outcomes from day one, rather than capabilities in isolation.

Data-driven

CIO Business Intelligence

JULY 8, 2024

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.

Management 105

Management Software Sales IT 105

Analytics Vidhya

JULY 8, 2024

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 239

Analytics IT Structured Data 239

CIO Business Intelligence

JULY 8, 2024

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.

Modeling 98

Modeling Testing Deep Learning Finance 98

Analytics Vidhya

JULY 8, 2024

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.

Visualization 217

Visualization Business Analytics Analytics IT 217

Speaker: Mike Rizzo, Founder & CEO, MarketingOps.com and Darrell Alfonso, Director of Marketing Strategy and Operations, Indeed.com

Though rarely in the spotlight, marketing operations are the backbone of the efficiency, scalability, and alignment that define top-performing marketing teams. In this exclusive webinar led by industry visionaries Mike Rizzo and Darrell Alfonso, we’re giving marketing operations the recognition they deserve! We will dive into the 7 P Model —a powerful framework designed to assess and optimize your marketing operations function.

Marketing

AWS Big Data

JULY 8, 2024

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.

Management 98

Management Consulting Snapshot Dashboards 98

Analytics Vidhya

JULY 8, 2024

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 206

Modeling Technology Analytics 206

The Data Visualisation Catalogue

JULY 8, 2024

A Dot Plot (also known as a Wilkinson Dot Plot) is a visualisation that uses dots to plot data points along a value scale. Unlike on a Cleveland Dot Plot , which only plots singular dots positioned along a value axis, Wilkinson Dot Plots plot multiple dots for each category, interval, or time point in the dataset. In other words, the number of dots plotted in this type of Dot Plot is proportional to the quantities or frequencies in the data.

Snapshot 92

Snapshot Visualization IT 92

KDnuggets

JULY 8, 2024

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

Modeling 112

Modeling 112

Speaker: Jay Allardyce, Deepak Vittal, and Terrence Sheflin

As we look ahead to 2025, business intelligence and data analytics are set to play pivotal roles in shaping success. Organizations are already starting to face a host of transformative trends as the year comes to a close, including the integration of AI in data analytics, an increased emphasis on real-time data insights, and the growing importance of user experience in BI solutions.

Business Intelligence

Dataiku

JULY 8, 2024

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

Sales 59

KDnuggets

JULY 8, 2024

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

Management 95

Management 95

ScienceSoft

JULY 8, 2024

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.

Big Data 52

Big Data Technology IT 52

KDnuggets

JULY 8, 2024

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

Statistics 94

Statistics Data Science 94

Speaker: Donna Laquidara-Carr, PhD, LEED AP, Industry Insights Research Director at Dodge Construction Network

In today’s construction market, owners, construction managers, and contractors must navigate increasing challenges, from cost management to project delays. Fortunately, digital tools now offer valuable insights to help mitigate these risks. However, the sheer volume of tools and the complexity of leveraging their data effectively can be daunting. That’s where data-driven construction comes in.

Data-driven

ScienceSoft

JULY 8, 2024

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.

Business Intelligence 52

Business Intelligence IT 52

Paul Blogs on BI

JULY 8, 2024

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

Dashboards 52

Dashboards Data Warehouse Business Intelligence Data-driven 52

ScienceSoft

JULY 8, 2024

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.

Data Analytics 52

Data Analytics Analytics IT 52

KDnuggets

JULY 8, 2024

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

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80

Speaker: Christophe Louvion, Chief Product & Technology Officer of NRC Health and Tony Karrer, CTO at Aggregage

Christophe Louvion, Chief Product & Technology Officer of NRC Health, is here to take us through how he guided his company's recent experience of getting from concept to launch and sales of products within 90 days. In this exclusive webinar, Christophe will cover key aspects of his journey, including: LLM Development & Quick Wins 🤖 Understand how LLMs differ from traditional software, identifying opportunities for rapid development and deployment.

Sales

ScienceSoft

JULY 8, 2024

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.

Business Intelligence 52

Business Intelligence Data Analytics Analytics 52

CIO Business Intelligence

JULY 8, 2024

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 136

Risk Strategy Technology Modeling 136

ScienceSoft

JULY 8, 2024

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.

Consulting 52

Consulting Big Data 52

AWS Big Data

JULY 8, 2024

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

Visualization 102

Visualization Metadata Publishing Sales 102

Speaker: Jesse Simms, VP at Giant Partners

This new, thought-provoking webinar will explore how even incremental efforts and investments in your data can have a tremendous impact on your direct mail and multi-channel marketing campaign results! Industry expert Jesse Simms, VP at Giant Partners, will share real-life case studies and best practices from client direct mail and digital campaigns where data modeling strategies pinpointed audience members, increasing their propensity to respond – and buy.

Modeling