Tue.Jul 09, 2024

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Programming, Fluency, and AI

O'Reilly on Data

It’s clear that generative AI is already being used by a majority—a large majority—of programmers. That’s good. Even if the productivity gains are smaller than many think, 15% to 20% is significant. Making it easier to learn programming and begin a productive career is nothing to complain about, either. We were all impressed when Simon Willison asked ChatGPT to help him learn Rust.

Testing 229
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Behind the Screen: How Netflix Uses Data Science?

Analytics Vidhya

Introduction Just binge-watched that K-drama over the weekend, and now your Netflix recommendations turn into an eerily perfect lineup of similar shows? That’s no coincidence. Netflix employs sophisticated data strategies to ensure it’s tough to hit the stop button once you start watching, or you can say Netflix uses Data Science. Yep, your weekend binge […] The post Behind the Screen: How Netflix Uses Data Science?

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Generative AI and preparing for a shift to skills-based hiring

CIO Business Intelligence

As gen AI takes hold in the workplace, it’ll no doubt alter workflows, role requirements, and the skills necessary to get work done. The concern isn’t so much whether AI will replace jobs, but what skillsets the technology will replace, and how organizations and leaders can shift human priorities accordingly. “AI is both a major disruptor and savior, in that gen AI specifically will influence 4.5 times the number of jobs it replaces and, yet, also has the capability to help manage and upskill th

Metrics 140
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How to Make Custom ChatGPT?

Analytics Vidhya

Introduction When ChatGPT arrived, it revolutionized how we interact with AI, making tasks like summarizing articles and planning trips a breeze. Thanks to OpenAI, you can now create personalized ChatGPT models, called GPTs, tailored to your specific needs. In this tutorial, we’ll walk you through the simple process of creating your own GPTs in just […] The post How to Make Custom ChatGPT?

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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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Top 8 GenAI Courses for AWS to Take Now

KDnuggets

This article is for anyone looking to maximize their use of Amazon Web Services (AWS) generative AI (GenAI) services. Here are eight courses that range from beginner to expert level.

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I Canceled my ChatGPT Plus Subscription. Here’s Why!

Analytics Vidhya

Introduction Large language models (LLMs) rapidly transform how we interact with information and complete tasks. Among these, Claude 3.5 Sonnet, developed by Anthropic AI, stands out for its exceptional capabilities. Experts out there are not even comparing but saying it will overshadow ChatGPT’s dominance. But what is so extraordinary about this model?

More Trending

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TRANSPOSE Function in Excel: Definition, Syntax, and Applications

Analytics Vidhya

Introduction In the realm of data analysis and manipulation, Excel remains a powerhouse tool. Among its many features, the TRANSPOSE function stands out for its ability to reorganize data quickly and efficiently. This function is particularly useful for data scientists and AI professionals who often need to restructure data to fit specific analytical needs.

Analytics 291
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The UAE emerges as a global leader in AI, driving innovation and future technology

CIO Business Intelligence

The UAE’s vision for AI is encapsulated in its National AI Strategy 2031, which aims to position the country as a global leader in AI by integrating it across various sectors. This strategy is not just a roadmap but a testament to the UAE’s forward-thinking approach to harnessing the power of AI for socio-economic growth. The UAE made headlines by becoming the first nation to appoint a Minister of State for Artificial Intelligence in 2017.

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Functional Programming vs Object-Oriented Programming

Analytics Vidhya

Introduction The most popular paradigms for programming are object-oriented programming and functional programming. They provide many approaches to the creation of software. Each paradigm has benefits, use cases that make sense, and guiding ideas. Knowing the differences and similarities between FP and OOP is necessary to choose the optimal approach for a particular problem.

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Oman: 72 % average performance of Government entities in achieving digital transformation goals

CIO Business Intelligence

Oman, a nation known for its rich cultural heritage and strategic geographic location, is embarking on a transformative journey to modernize its economy through significant investments in digital transformation. This strategic shift aims to diversify the economy, enhance public services, and position Oman as a competitive player in the global digital landscape.

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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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KL Divergence: The Information Theory Metric that Revolutionized Machine Learning

Analytics Vidhya

Introduction Few concepts in mathematics and information theory have profoundly impacted modern machine learning and artificial intelligence, such as the Kullback-Leibler (KL) divergence. This powerful metric, called relative entropy or information gain, has become indispensable in various fields, from statistical inference to deep learning. In this article, we’ll dive deep into the world of KL […] The post KL Divergence: The Information Theory Metric that Revolutionized Machine Lear

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El Centro de IA de Granada arrancará en otoño de 2025 con contratos por un total de 36 millones de euros

CIO Business Intelligence

Tras la decepción que se llevó Granada ante la decisión del Gobierno de instalar la sede de la Agencia Española de Supervisión de Inteligencia Artificial (AESIA) en A Coruña , el consejero de la Presidencia, Interior, Diálogo Social y Simplificación Administrativa de la Junta de Andalucía, Antonio Sanz , ha anunciado la creación del nuevo Centro de Inteligencia Artificial regional en esa ciudad, cuya puesta en marcha está prevista para octubre de 2025.

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How to get Started with Gemini Flash 1.5’s Code Execution Feature?

Analytics Vidhya

Introduction Large Language Models, the successors to the Transformers have largely worked within the space of Natural Language Processing and Natural Language Understanding. From their introduction, they have been replacing the traditional rule-based chatbots. LLMs have a better ability to understand text and can create natural conversations, so they are replacing the conventional chatbots.

Modeling 286
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IA generativa y el cambio hacia una contratación basada en competencias

CIO Business Intelligence

A medida que la inteligencia artificial (IA) se afiance en el entorno empresarial, sin duda alterará los flujos de trabajo, los requisitos de las funciones y las habilidades necesarias para realizar las tareas. La preocupación no es tanto si la IA sustituirá puestos de trabajo, sino qué habilidades sustituirá la tecnología, y cómo las organizaciones y los líderes pueden cambiar las prioridades humanas en consecuencia.

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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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Data Orchestration: The Dividing Line Between Generative AI Success and Failure

KDnuggets

Learn how to streamline data and model orchestration for Generative AI success. Explore practical use cases and a comprehensive guide in this blog.

Modeling 100
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Diez formas de evitar las consecuencias de un uso sin control de la IA en las empresas

CIO Business Intelligence

Como todo lo relacionado con la tecnología, la llamada ‘TI en la sombra’ o ‘shadow IT’, es decir, el uso de la tecnología por parte de los empleados sin que el área de TI tenga visibilidad y control sobre ello, también ha evolucionado. Ya no hablamos sólo de una aplicación SaaS (de software como servicio) que satisface una necesidad específica de un trabajador o de unos cuantos dispositivos BlackBerry personales que los comerciales introducen a hurtadillas para acceder a los archivos de trabajo

Software 105
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Are AI Agents the Answer to the Commodity AI Trap?

Dataiku

With AI (including GenAI ) dominating boardroom discussions, many questions abound: What's your AI strategy? How are you differentiating? What’s the best quick bet? Amid the frenzy lies a lurking risk: spending big on AI without reaping proportional rewards. In an era where everyone’s investing, mere adoption won’t suffice. Companies need to move beyond the hype and focus on strategic deployment to truly harness AI’s potential.

Risk 69
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Is LinkedIn Premium worth the price?

CIO Business Intelligence

If you work in technology or want to work in technology, having a LinkedIn profile is a given. However, the base version of LinkedIn may not be enough depending on what you hope to accomplish on the world’s most popular business networking platform. If you’re a job seeker, recruiter or sales professional looking for an edge – or are serious about growing your business network, LinkedIn Premium may be worth the investment to gain that competitive edge.

Sales 98
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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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8 Data Engineering Jobs You Need to Choose from in 2024

KDnuggets

Choosing a career as a data engineer is not just a good decision, it might just be the perfect one.

IT 74
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Introducing Amazon MWAA support for Apache Airflow version 2.9.2

AWS Big Data

Amazon Managed Workflows for Apache Airflow (Amazon MWAA) is a managed orchestration service for Apache Airflow that significantly improves security and availability, and reduces infrastructure management overhead when setting up and operating end-to-end data pipelines in the cloud. Today, we are announcing the availability of Apache Airflow version 2.9.2 environments on Amazon MWAA.

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El CIO Summit 2024 se mete de lleno en la era de la ‘IA en todas partes’

CIO Business Intelligence

Regístrate ahora En la era de la ‘inteligencia artificial (IA) en todas partes’ , ¿qué rol deben desempeñar los CIO en las organizaciones para aprovechar todas sus ventajas? Con dos tercios de las empresas proyectando que sus presupuestos de TI aumenten en los próximos años -según una encuesta de CIO de EMEA-, los líderes tecnológicos deberán preparar a sus compañías con las tecnologías habilitantes para obtener el máximo potencial de sus inversiones en IA.

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Chart Snapshot: Area Unit Charts

The Data Visualisation Catalogue

An Area Unit Chart is an axes-less variation of a Dot Plot / Unit Chart that organises unit shape markers or icons into groups to display quantities between categories. The unit markers displayed on an Area Unit Chart can represent a single count or any number (e.g. a count of 10). Any shape can be used for the unit markers, but usually, circles or squares are 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