Tue.Jul 02, 2024

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Exploring Microsoft’s AutoGen Framework for Agentic Workflow

Analytics Vidhya

Introduction In the rapidly evolving field of Generative AI, powerful models only do through prompting by humans until agents come, it’s like models are brains and agents are limbs, so, agentic workflow is introduced to do tasks autonomously using agents leveraging GenAI model. In the world of AI development agents are the future because agents […] The post Exploring Microsoft’s AutoGen Framework for Agentic Workflow appeared first on Analytics Vidhya.

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5 Free Online Courses to Learn Data Science Fundamentals

KDnuggets

Learn SQL, Python, statistics, mathematics, and data analysis—everything you need to learn before you start the journey of becoming a professional data scientist.

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What is Nominal Data?

Analytics Vidhya

Introduction Nominal data is one of the most fundamental types of data in data analysis. Identifying and interpreting it is essential in many fields, including statistics, computer science, psychology, and marketing. This article examines nominal data’s characteristics, applications, and differences from other data types. Overview What is Nominal Data?

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What IT can learn from the mental health movement

CIO Business Intelligence

While conducting C-level interviews I frequently hear comments akin to, “All this technology stuff is driving me crazy.” I know the word “crazy” is no longer an acceptable term of art in the mental health profession. But the frequent use of “crazy” on the demand side of the technology world opened my mind to the possibility that there may be value in applying a multifaceted mental health lens to IT endeavors to see what can be gleaned about helping executives find technology and their organizati

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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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What Are Views in SQL?

Analytics Vidhya

Introduction Structured Query Language (SQL) is the foundation of managing and manipulating relational databases. One of the most powerful features in SQL is the use of views. They simplify and compress complex queries, making database interactions more efficient and manageable. It is a must-have skill for not just data analysts, but basically anyone working with […] The post What Are Views in SQL?

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Robots make a smash in Chipotle kitchens

CIO Business Intelligence

Robots aren’t trying to take over the world; they just want to make guacamole. Adding robots to the guacamole-making process makes sense because preparing the irresistible side is a labor-intensive task for employees of quick-service restaurant (QSR) Chipotle that involves peeling, coring, and cutting up those pesky avocados, amounting to tens of thousands of hours a year.

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Progress in ICT industry policy and cybersecurity standards drive MENA and Central Asia toward an intelligent era

CIO Business Intelligence

Telecom networks are an integral backbone of the digital infrastructure that powers our economies today. They’re the driving force behind every industry’s digital transformation, connecting businesses, people, and information like never before. The rapid proliferation of connected devices and increasing reliance on digital services have underscored the need for comprehensive cybersecurity measures and industry-wide standards to mitigate risks and protect users’ data privacy.

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What is a Candidate Key in DBMS?

Analytics Vidhya

Introduction In the Database Management Systems, understanding keys is crucial for designing efficient and effective databases. Among various types of keys, candidate keys hold significant importance. A minimum superkey that uniquely identifies tuples in a relation is called a candidate key. This article will explore the idea of candidate keys, including their characteristics, significance, and […] The post What is a Candidate Key in DBMS?

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Inteligencia artificial para desentramar el tejido informativo de 70 espacios de RTVE

CIO Business Intelligence

El proyecto RTVE 2030 celebra su primer aniversario con unos datos “extraordinarios”: más de 18.000 horas de programas de televisión analizadas para determinar su contribución a la Agenda 2030. La herramienta desarrollada para ello utiliza inteligencia artificial (IA) con el fin de conocer cuánto tiempo dedican los informativos, programas y documentales de TVE a temas de interés social como la pobreza, la salud o la movilidad sostenible.

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Llama-Agents: A Comprehensive Guide to Multi-Agent Systems as a Service

Analytics Vidhya

Introduction An “agent” is like a smart assistant who can think and make decisions independently. When you give it a task or ask a question, it doesn’t just follow a script—it understands what you need, figures out the best way to handle it, and then gives you the right answer or completes the task. For […] The post Llama-Agents: A Comprehensive Guide to Multi-Agent Systems as a Service 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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Handle demanding LLMs and large-scale AI inferencing with purpose-built servers

CIO Business Intelligence

Generative AI (genAI) has created much hype and excitement for enterprises with its promises of new possibilities, from process automation and content creation to improved customer service and enhanced productivity. Almost every sector can benefit from genAI, yet many organizations struggle to embrace it. This is because their existing IT infrastructure cannot handle the computing requirements genAI demands nor remain sustainable in the process.

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5 Ways To Compare Two Columns In Excel

Analytics Vidhya

Introduction If you work with data, I’m sure you’ve needed to compare two columns in Excel at some point. Whether you’re a data scientist or just someone who spends a lot of time with spreadsheets, knowing how to efficiently compare columns can save you a lot of time and effort. In this guide, we will […] The post 5 Ways To Compare Two Columns In Excel appeared first on Analytics Vidhya.

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Balancing innovation with value, cost, and practicality: The CIO’s guide to future proofing technology investments

CIO Business Intelligence

Imagine navigating a rapidly changing landscape, where technology seems to evolve at the speed of light and the pressure to keep up is relentless — this is the reality for today’s CIO. CIOs face the daunting challenge of driving innovation while managing costs and ensuring practical implementation in a rapidly advancing digital landscape. Future proofing technology investments has become a critical imperative for organizations seeking to maintain their competitive edge.

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How to Calculate Moving Averages in Python?

Analytics Vidhya

Introduction Navigating the complexities of data analytics in today’s dynamic environment can be daunting. One effective approach for uncovering hidden patterns in time series data is using Moving Averages. This comprehensive guide explores the intricacies of Moving Averages in python, offering insights into their methodologies and diverse applications across various industries.

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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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The essential AI checklist: Future-proof your workforce in six simple steps

CIO Business Intelligence

When you’re constantly bombarded with conflicting messages about AI, and perhaps more pertinently, the right way to implement AI, it can be hard to know what to listen to. Of course, as 72% of business leaders anticipate AI enhancing employee productivity, listen we must [1]. So, to help offset the dizziness of the relentless AI whirlwind, relax—HP offers this six-point AI checklist to help you optimize AI deployment to unlock more meaningful work.

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Certifications That Can Boost Your Data Science Career in 2024

KDnuggets

In today's data science landscape, how does one set themselves apart from the competition? Let’s take a look at seven of the best certifications out there.

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La Comunidad de Madrid agilizará los trámites administrativos de los consistorios de la región

CIO Business Intelligence

La Comunidad de Madrid trabaja actualmente en un proyecto piloto para agilizar los trámites administrativos de los ayuntamientos de la región a través de la digitalización. En concreto, se trata de automatizar gestiones que ahora son manuales y rutinarias para mejorar la eficiencia de las entidades locales y su interacción con los ciudadanos. Así lo ha anunciado el consejero de Digitalización, Miguel López-Valverde, tras la reunión mantenida con el alcalde de Torrejón de Ardoz, Alejandro Navarro

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Enhance data security with fine-grained access controls in Amazon DataZone

AWS Big Data

Fine-grained access control is a crucial aspect of data security for modern data lakes and data warehouses. As organizations handle vast amounts of data across multiple data sources, the need to manage sensitive information has become increasingly important. Making sure the right people have access to the right data, without exposing sensitive information to unauthorized individuals, is essential for maintaining data privacy, compliance, and security.

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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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Broadcom Pinnacle Partners: Guiding enterprises throughout their cloud journeys

CIO Business Intelligence

This fall, Broadcom’s acquisition of VMware brought together two engineering and innovation powerhouses with a long track record of creating innovations that radically advanced physical and software-defined data centers. Together, they create an infrastructure leader uniquely qualified to guide enterprises through every facet of their private, hybrid, and multi-cloud journeys.

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Automate data loading from your database into Amazon Redshift using AWS Database Migration Service (DMS), AWS Step Functions, and the Redshift Data API

AWS Big Data

Amazon Redshift is a fast, scalable, secure, and fully managed cloud data warehouse that makes it simple and cost-effective to analyze all your data using standard SQL and your existing ETL (extract, transform, and load), business intelligence (BI), and reporting tools. Tens of thousands of customers use Amazon Redshift to process exabytes of data per day and power analytics workloads such as BI, predictive analytics, and real-time streaming analytics.

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Hijos de Rivera aúna supercomputación e IA para investigar “los sabores del futuro”

CIO Business Intelligence

Hijos de Rivera está desarrollando un ambicioso proyecto de investigación en el que, según relatan, por primera vez a nivel mundial se ha utilizado la computación cuántica y la inteligencia artificial (IA) para realizar una simulación de la percepción del sabor. Esta iniciativa, realizada en colaboración con el Fujitsu International Quantum Center, el Centro de Supercomputación de Galicia (CESGA) y la Universidad Católica San Antonio de Murcia (UCAM), tiene como objetivo e xplorar las posibilida

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How To Optimize Dockerfile Instructions for Faster Build Times

KDnuggets

You can optimize Dockerfiles for faster build times by leveraging the build cache, reducing the build context, and more. This tutorial goes over these best practices to follow when creating Dockerfiles.

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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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Unpacking the EU AI Act and Its Impact

Dataiku

In the first webinar of our Dataiku AI Governance web series , Jacob Beswick , Director for AI Governance Solutions at Dataiku, discusses the EU AI Act’s main interventions and their implications for organizations. This piece aims to inform and engage readers on the critical aspects of the EU AI Act, offering insights into compliance, risk management, and strategic planning.

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10 ways AI can make IT more productive

CIO Business Intelligence

When it comes to maximizing productivity, IT leaders can turn to an array of motivators, including regular breaks, free snacks and beverages, workspace upgrades, mini contests, and so on. Yet there’s now another, cutting-edge tool that can significantly spur both team productivity and innovation: artificial intelligence. Any task or activity that’s repetitive and can be standardized on a checklist is ripe for automation using AI, says Jeff Orr, director of research for digital technology at ISG’

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Leveraging Ontotext’s Eligibility Design Assistant for Effective Patient Population Selection

Ontotext

This is part of Ontotext’s AI-in-Action initiative aimed at enabling data scientists and engineers to benefit from the AI capabilities of our products. Drug discovery is an ever-growing field of research, which often involves different stakeholders, facing multiple challenges. Clinical trials play an important part in this process as any new medication has to pass several phases of such trials successfully before getting tested and approved for the market.

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Choose the Right Mobile BI Solution for Your Business!

Smarten

What Do I Need to Know Before I Choose a Mobile Business Intelligence (BI) Solution for My Business? What makes a great Mobile Business Intelligence (BI) solution? There are many factors to consider and, if you do not choose wisely, you risk a) spending a lot of money and getting very little in return, b) working with incorrect, old or incomplete data, c) having to upgrade and spend even more money, d) disappointing your team and falling short of objectives, e) missing your Citizen Data Scientis

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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.

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Chart Snapshot: Correlation Matrices

The Data Visualisation Catalogue

Also known as a Matrix Chart, Matrix Diagram. A Correlation Matrix is a tabular form of data visualisation used for cross-examining multivariate data. This is done by placing variables in the rows and columns and varying-sized circle markers in the intersections. Correlation Matrices are good for showing variance, occurrences, revealing any patterns, displaying any similarities, and detecting any correlations between the variables.