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

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

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

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

Speaker: Alex Salazar, CEO & Co-Founder @ Arcade | Nate Barbettini, Founding Engineer @ Arcade | Tony Karrer, Founder & CTO @ Aggregage

If AI agents are going to deliver ROI, they need to move beyond chat and actually do things. But, turning a model into a reliable, secure workflow agent isn’t as simple as plugging in an API. In this new webinar, Alex Salazar and Nate Barbettini will break down the emerging AI architecture that makes action possible, and how it differs from traditional integration approaches.

Modeling

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

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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 135

Modeling 135

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 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

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

Statistics 124

Statistics Data Science 124

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

Advertiser: ZoomInfo

AI adoption is reshaping sales and marketing. But is it delivering real results? We surveyed 1,000+ GTM professionals to find out. The data is clear: AI users report 47% higher productivity and an average of 12 hours saved per week. But leaders say mainstream AI tools still fall short on accuracy and business impact. Download the full report today to see how AI is being used — and where go-to-market professionals think there are gaps and opportunities.

Sales

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 123

Management 123

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

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 119

Data Warehouse IT Recreation/Entertainment Cost-Benefit 119

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.

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Visualization Business Analytics Analytics IT 224

Speaker: Ben Epstein, Stealth Founder & CTO | Tony Karrer, Founder & CTO, Aggregage

When tasked with building a fundamentally new product line with deeper insights than previously achievable for a high-value client, Ben Epstein and his team faced a significant challenge: how to harness LLMs to produce consistent, high-accuracy outputs at scale. In this new session, Ben will share how he and his team engineered a system (based on proven software engineering approaches) that employs reproducible test variations (via temperature 0 and fixed seeds), and enables non-LLM evaluation m

Testing

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 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

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 109

Visualization Metadata Publishing Sales 109

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

Advertiser: ZoomInfo

ZoomInfo customers aren’t just selling — they’re winning. Revenue teams using our Go-To-Market Intelligence platform grew pipeline by 32%, increased deal sizes by 40%, and booked 55% more meetings. Download this report to see what 11,000+ customers say about our Go-To-Market Intelligence platform and how it impacts their bottom line. The data speaks for itself!

Reporting

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 105

Management Dashboards Consulting Snapshot 105

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

KDnuggets

JULY 8, 2024

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

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101

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

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Strategy

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

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

Speaker: Yohan Lobo and Dennis Street

In the accounting world, staying ahead means embracing the tools that allow you to work smarter, not harder. Outdated processes and disconnected systems can hold your organization back, but the right technologies can help you streamline operations, boost productivity, and improve client delivery. Dive into the strategies and innovations transforming accounting practices.

Technology

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

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

As prospects define their problem, search for solutions, and even change jobs, they are generating high-value signals that the best go-to-market teams can leverage to close more deals. This is where signal-based selling comes into play. ZoomInfo CEO Henry Schuck recently broke down specific ways to put four key buying signals into action with the experts from 30 Minutes to President’s Club.

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