Thu.Sep 19, 2024

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Partial Functions in Python: A Guide for Developers

KDnuggets

In Python, functions often require multiple arguments, and you may find yourself repeatedly passing the same values for certain parameters. This is where partial functions can help. Python’s built-in functools module allows you to create partial functions.

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A Comprehensive Guide to Building Multimodal RAG Systems

Analytics Vidhya

Introduction Retrieval Augmented Generation systems, better known as RAG systems, have become the de-facto standard for building intelligent AI assistants answering questions on custom enterprise data without the hassles of expensive fine-tuning of large language models (LLMs). One of the key advantages of RAG systems is you can easily integrate your own data and augment […] The post A Comprehensive Guide to Building Multimodal RAG Systems appeared first on Analytics Vidhya.

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Thinking of building your own AI agents? Don’t do it, advisors say

CIO Business Intelligence

Agentic AIs, a form of technology designed to run specific functions within an organization without human intervention, are gaining traction as enterprises look to automate business workflows, augment the output of human workers, and derive value from generative AI. Analyst firm Forrester named AI agents as one of its top 10 emerging technologies this year, but it has a warning for companies focused on adopting them: Don’t go it alone.

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What is the Role of Generative AI in Personalizing Ad Content?

Analytics Vidhya

Introduction The world of advertisement has been under evolution since the conception of the barter system. Advertisers have found creative ways to bring their products to our attention. In the current age, consumers expect brands to understand their unique preferences, needs, and desires. With GenAI solutions, advertisers can engage users and drive business outcomes by […] The post What is the Role of Generative AI in Personalizing Ad Content?

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Optimizing The Modern Developer Experience with Coder

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have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth.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.

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AI could be taken over by a few multinationals, warns UN

CIO Business Intelligence

The United Nations’ High-Level Advisory Body on Artificial Intelligence, created last year to address AI governance issues, has made seven recommendations to address the risks with this technology in its first report, just published. The document, entitled Governing AI for humanity , highlights the importance of creating a global dialogue — the European Union is one of the few to have acted with its EU AI Act — by building a global fund that addresses differences in capacity and collaboration an

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100-Day GenAI Implementation Plan for Enterprises

Analytics Vidhya

Introduction Adopting generative AI can be a transformative journey for any company. However, the process of GenAI implementation can often be cumbersome and confusing. Rajendra Singh Pawar, chairman and co-founder of NIIT Limited, joined us at the DataHack Summit 2024, to share some valuable insights into how enterprises can implement GenAI. He has formulated a […] The post 100-Day GenAI Implementation Plan for Enterprises appeared first on Analytics Vidhya.

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Llama 3.1 vs o1-preview: Which is Better?

Analytics Vidhya

Introduction Picture yourself on a quest to choose the perfect AI tool for your next project. With advanced models like Meta’s Llama 3.1 and OpenAI’s o1-preview at your disposal, making the right choice could be pivotal. This article offers a comparative analysis of these two leading models, exploring their unique architectures and performance across various […] The post Llama 3.1 vs o1-preview: Which is Better?

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Snowflake Offers a Platform for AI as well as Data

David Menninger's Analyst Perspectives

As I explained in our recent Buyers Guide for Data Platforms , the popularization of generative artificial intelligence (GenAI) has had a significant impact on the requirements for data platforms in the last 18 months. While there is an ongoing need for data platforms to support data warehousing workloads involving analytic reports and dashboards, there is increasing demand for analytic data platform providers to add dedicated functionality for data engineering, including the development, traini

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A Comprehensive Guide to Vision Language Models (VLMs)

Analytics Vidhya

Introduction Imagine walking through an art gallery, surrounded by vivid paintings and sculptures. Now, what if you could ask each piece a question and get a meaningful answer? You might ask, “What story are you telling?” or “Why did the artist choose this color?” That’s where Vision Language Models (VLMs) come into play. These models, […] The post A Comprehensive Guide to Vision Language Models (VLMs) appeared first on Analytics Vidhya.

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10 GitHub Repositories for Deep Learning Enthusiasts

KDnuggets

Image generated with FLUX.1 [dev] and edited with Canva Pro The 10 GitHub Repository Education Series has been a hit among readers, so here is another list to help you master the basics of deep learning. This collection will guide you through understanding popular deep learning frameworks and various model architectures. In short, you.

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15 Modern Use Cases for Enterprise Business Intelligence

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?

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OpenAI’s o1-preview vs o1-mini: A Step Forward to AGI

Analytics Vidhya

Introduction On September 12th, OpenAI released an update titled “Learning to Reason with LLMs.” They introduced the o1 model, which is trained using reinforcement learning to tackle complex reasoning tasks. What sets this model apart is its ability to think before it answers. It generates a lengthy internal chain of thought before responding, allowing for […] The post OpenAI’s o1-preview vs o1-mini: A Step Forward to AGI appeared first on Analytics Vidhya.

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Alation and Salesforce partner on data governance for Data Cloud

CIO Business Intelligence

Data intelligence platform vendor Alation has partnered with Salesforce to deliver trusted, governed data across the enterprise. It will do this, it said, with bidirectional integration between its platform and Salesforce’s to seamlessly delivers data governance and end-to-end lineage within Salesforce Data Cloud. This enables companies to directly access key metadata (tags, governance policies, and data quality indicators) from over 100 data sources in Data Cloud, it said.

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Leveraging Commerce Media & Data Analytics in Ecommerce

Smart Data Collective

Ecommerce businesses should use data analytics to bolster their commerce media strategy.

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Sólo 1 de cada 4 empresas pone las herramientas de IA generativa a disposición de toda la plantilla

CIO Business Intelligence

Tanto pequeñas y medianas empresas como grandes organizaciones ya se han puesto a merced de nuevas herramientas de inteligencia artificial (IA) generativa. Según el primer Barómetro de IA y Talento elaborado por NTT Data e ISDI , el 68,1% de los encuestados afirma encontrarse en alguna fase de desarrollo de soluciones relacionadas con esta tecnología.

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The Cloud Development Environment Adoption Report

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.

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How to track Amazon OpenSearch Service domain-level cost

AWS Big Data

Amazon OpenSearch Service is a managed service that makes it easy to deploy, operate, and scale OpenSearch domains in AWS to perform interactive log analytics, real-time application monitoring, website search, and more. Understanding OpenSearch service spend per domain is crucial for effective cost management, optimization, and informed decision-making.

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7 steps to a more adaptive enterprise

CIO Business Intelligence

AdaptiveION co-founders Steve Davis and Ken Spangler are two former technology executives who know what it takes to build and lead a highly adaptive organization capable of thriving through change or disruption. As a managing director at Accenture, Davis led some of the largest agile transformations at global scale. Spangler’s leadership and vision as a global technology EVP at FedEx enabled teams to deliver on leading-edge technology in the worldwide transportation and logistics industry.

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Generative AI: Transformative Technology Or Big Disappointment?

Martha Bennett

Let me tell you about my recent podiatrist appointment. No, not the medical bit (which is boring), but the podiatrist’s use of generative AI. Like me, he’s not the youngest, but his enthusiasm for the solution he’s using was palpable.

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Una futura constelación de satélites ayudará a identificar incendios con antelación

CIO Business Intelligence

Dado el profundo impacto del cambio climático, los incendios forestales son cada vez más habituales. Hasta la fecha, los equipos de extinción solo podían utilizar imágenes de satélite de baja resolución y actualizarlas unas pocas veces al día. Como consecuencia, les resultaba complicado detectar incendios hasta que éstos adquirían, por lo menos, el tamaño de un campo de fútbol.

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8 Steps to Transformation at Speed & Scale – Your Guide to Deploying StratOps

📌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.

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Generative AI With Dataiku: What’s New and What’s Next

Dataiku

Six months ago, we shared an essential update on Dataiku's journey into the world of Generative AI — a journey that has only gained momentum since. Back in February, we saw the early stages of this transformative technology being adopted by our customers, with 83% of AI leaders already experimenting with Generative AI. Today, those experiments have matured into sophisticated, production-level implementations that are reshaping industries and redefining business strategies.

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Edge computing lessons learned

CIO Business Intelligence

In a world in which even small amounts of latency are unacceptable, IT leaders must build an IT infrastructure that delivers a near-real-time experience to employees and customers. To meet that challenge, many are turning to edge computing architectures. Edge locations might be in factories, stores, or branch offices, depending on the company and industry.

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Chart Snapshot: Circular Dendrograms

The Data Visualisation Catalogue

Also known as a Radial Dendrogram. A Circular Dendrogram is a variation of a Dendrogram that visualises the structure of hierarchical clustering on a polar (radial) layout. This chart helps to display and classify the taxonomic relationships between entities related to a group. Circular Dendrograms are constructed of branches called clades. These branches are divided into smaller branches, with each end in a point called a leaf , which represents an individual entity.

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¿Comprenden los consejos de administración su nuevo papel en la ciberseguridad?

CIO Business Intelligence

Julie Ragland fue CIO de la empresa de fabricación de vehículos Navistar, y ha ocupado puestos de liderazgo de TI en Adient y Johnson Controls. Para Ragland, que también forma parte de varios consejos de administración de agencias estatales y organizaciones sin ánimo de lucro, u na de las mayores responsabilidades de los consejos de administración actuales radica en la gestión de los riesgos de ciberseguridad.

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Introducing CDEs to Your Enterprise

Explore how enterprises can enhance developer productivity and onboarding by adopting self-hosted Cloud Development Environments (CDEs). This whitepaper highlights the simplicity and flexibility of cloud-based development over traditional setups, demonstrating how large teams can leverage economies of scale to boost efficiency and developer satisfaction.

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Accelerate Data Access: How the Denodo Platform Powers High-Performance Queries

Data Virtualization

Reading Time: 3 minutes Whether you’re making strategic business decisions, optimizing operations, or just trying to stay ahead of the competition, you need your data to be at your fingertips—fast. That’s where the Denodo Platform steps in as your go-to solution for high-performance data. The post Accelerate Data Access: How the Denodo Platform Powers High-Performance Queries appeared first on Data Management Blog - Data Integration and Modern Data Management Articles, Analysis and Informa

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Level the playing field with GenAI: Top SMB use cases

CIO Business Intelligence

Over and over again, emerging technology has an uncanny way of changing the face of business. And with its ability to create diverse new content such as articles, code and even videos, generative AI (GenAI) is no exception. But what makes this tool notable is its capacity to level the playing field for small and medium businesses (SMBs) . That’s because its use cases are more than just content creation—the very function that sees GenAI making headlines these days.

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Tecnología para ‘ver’ el viento: la Copa de América usa un sistema basado en sensores y algoritmos que trasciende la retransmisión deportiva 

CIO Business Intelligence

Con más de 170 años de vida –nacido en 1851 en Reino Unido, se trata del trofeo deportivo internacional más antiguo del mundo– la Copa de América de vela ha experimentado, como es lógico, una completa transformación desde el punto de vista técnico, fundamentalmente en lo que respecta a los materiales y estructura con las que se elaboran los propios barcos, en la actualidad ligeros catamaranes que, literalmente, vuelan sobre el agua.

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Madrid contará con un nuevo servicio de comunicaciones 5G para emergencias

CIO Business Intelligence

El Ayuntamiento de Madrid destinará 6,2 millones de euros procedentes de los fondos europeos Next Generation a la puesta en marcha de un nuevo servicio de comunicaciones 5G para emergencias. Tal y como ha avanzado la firma de análisis comercial DoubleTrade, el consistorio capitalino licitará el servicio para la implementación y la validación de este nuevo sistema de telecomunicaciones.

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Marketing Operations in 2025: A New Framework for Success

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.