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 317

Modeling Analytics IT 317

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

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 303

Data Integration Management Analytics IT 303

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

Advertiser: ZoomInfo

Sales and marketing leaders have reached a tipping point when it comes to using intent data — and they’re not looking back. More than half of all B2B marketers are already using intent data to increase sales, and Gartner predicts this figure will grow to 70 percent. The reason is clear: intent can provide you with massive amounts of data that reveal sales opportunities earlier than ever before.

Sales

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 291

Modeling Analytics Machine Learning 291

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 129

Modeling 129

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

Analytics Vidhya

JULY 8, 2024

Introduction Biological neurons are pivotal in artificial neural network research, mirroring the intricate structures responsible for brain functions. Soma, axons, dendrites, and synapses are part of neurons that help process information. McCulloch-Pitts Neuron is an early computational model that simulates the basic operations of these biological units.

Modeling 290

Modeling Analytics 290

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 113

Management 113

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 268

Interactive Analytics IT 268

Advertisement

GAP's AI-Driven QA Accelerators revolutionize software testing by automating repetitive tasks and enhancing test coverage. From generating test cases and Cypress code to AI-powered code reviews and detailed defect reports, our platform streamlines QA processes, saving time and resources. Accelerate API testing with Pytest-based cases and boost accuracy while reducing human error.

Testing

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 110

Data Warehouse IT Recreation/Entertainment Cost-Benefit 110

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 245

Analytics IT Structured Data 245

KDnuggets

JULY 8, 2024

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

Statistics 109

Statistics Data Science 109

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 224

Visualization Business Analytics Analytics IT 224

Advertiser: ZoomInfo

In this exploration, we're diving into predictions about the future of sales. We're talking about a complete shake-up powered by automation and artificial intelligence (AI). These aren't just fancy tools — they're real game-changers. Automation and AI are here to redefine every interaction, making them smarter, faster, and more meaningful. From personalized customer journeys to streamlined sales processes, the goal is to make every moment count, enhancing both efficiency and connection.

Sales

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 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

Modeling Technology Analytics 223

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

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 96

Management Snapshot Consulting Dashboards 96

Advertisement

Many software teams have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth. This is where Coder comes in. In our 101 Coder webinar, you’ll explore how cloud-based development environments can unlock new levels of productivity. Discover how to transition from local setups to a secure, cloud-powered ecosystem with ease.

Optimization

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 Machine Learning 98

KDnuggets

JULY 8, 2024

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

94

94

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 93

Snapshot Visualization IT 93

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

Advertiser: ZoomInfo

Savvy B2B marketers know that a great account-based marketing (ABM) strategy leads to higher ROI and sustainable growth. In this guide, we’ll cover: What makes for a successful ABM strategy? What are the key elements and capabilities of ABM that can make a real difference? How is AI changing workflows and driving functionality? This Martech Intelligence Report on Enterprise Account-Based Marketing examines the state of ABM in 2024 and what to consider when implementing ABM software.

Enterprise

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

What is a data warehouse?

Data Warehouse 52

Data Warehouse Data Lake Big Data 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

To stay competitive, a retailer should monitor market trends. Here, we look at some promising initiatives and explain how data analytics can support them.

Data Analytics 52

Data Analytics Analytics Marketing 52

Advertisement

Cloud Development Environments (CDEs) are changing how software teams work by moving development to the cloud. Our Cloud Development Environment Adoption Report gathers insights from 223 developers and business leaders, uncovering key trends in CDE adoption. With 66% of large organizations already using CDEs, these platforms are quickly becoming essential to modern development practices.

Reporting

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 100

Visualization Metadata Publishing Sales 100

ScienceSoft

JULY 8, 2024

If a cash flow analysis is inefficient because of excessive manual work, it’s time to consider adopting a tech solution from BI consulting practitioners.

Technology 52

Technology Consulting 52

ScienceSoft

JULY 8, 2024

Without the right KPIs, it’s impossible to execute even a brilliant strategy. Explore why KPIs are important and how BI helps in strategic management.

Strategy 52

Strategy Management 52

ScienceSoft

JULY 8, 2024

Learn about different types of data analytics and find out which one suits your business needs best: descriptive, diagnostic, predictive or prescriptive.

Data Analytics 52

Data Analytics Analytics 52

Advertiser: ZoomInfo

Over the last two years, there’s been a 76 percent increase in AI adoption across sales organizations. The reason for its rise? AI increases teams’ productivity by predicting and automating actions that require manual effort. In other words, the research that takes reps hours, AI can do in seconds. For sales teams, AI opens up a world of new possibilities, including automating outreach, identifying best-fit buyers, and keeping CRMs flush with fresh data.

Sales