Analytics Vidhya

DECEMBER 23, 2024

Hinge loss is pivotal in classification tasks and widely used in Support Vector Machines (SVMs), quantifies errors by penalizing predictions near or across decision boundaries. By promoting robust margins between classes, it enhances model generalization. This guide explores hinge loss fundamentals, its mathematical basis, and applications, catering to both beginners and advanced machine learning enthusiasts. […] The post What is Hinge Loss in Machine Learning?

Machine Learning 185

Machine Learning Modeling Analytics IT 185

KDnuggets

DECEMBER 24, 2024

A beginners guide to AI and how to get started.

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98

Analytics Vidhya

DECEMBER 22, 2024

Web scraping has long been a vital technique for extracting information from the internet, enabling developers to gather insights from various domains. With the integration of Large Language Models (LLMs) like ChatGroq, web scraping becomes even more powerful, offering enhanced flexibility and precision. This article explores how to implement scraping with LLMs to fetch structured […] The post Web Scraping with LLMs appeared first on Analytics Vidhya.

Modeling 199

Modeling Analytics 199

CIO Business Intelligence

DECEMBER 20, 2024

Data architecture definition Data architecture describes the structure of an organizations logical and physical data assets, and data management resources, according to The Open Group Architecture Framework (TOGAF). Its an offshoot of enterprise architecture that comprises the models, policies, rules, and standards that govern the collection, storage, arrangement, integration, and use of data in organizations.

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Data Architecture Management Consulting Internet of Things 98

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have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth.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

AWS Big Data

DECEMBER 23, 2024

Real-time data streaming and event processing are critical components of modern distributed systems architectures. Apache Kafka has emerged as a leading platform for building real-time data pipelines and enabling asynchronous communication between microservices and applications. However, running and managing Kafka clusters at scale can be challenging, requiring specialized expertise and significant operational overhead.

Data-driven 76

Data-driven Management Risk Big Data 76

Cloudera

DECEMBER 19, 2024

AWS re:Invent is one of my favorite trade shows. It is one of the biggest technology conferences of the year and is an opportunity to have hundreds of conversations with customers and prospects, listen to their priorities and challenges, hopes, and give them a Cloudera tote bag or a pair of orange sunglasses. What follows is a collection of just a few things I learned and observed during my week in Las Vegas.

Metadata 56

Metadata Data Processing Machine Learning Cost-Benefit 56

KDnuggets

DECEMBER 20, 2024

A simple guide for getting hooked to machine learning and building a successful career in the field.

Machine Learning 95

Machine Learning 95

AWS Big Data

DECEMBER 20, 2024

Amazon Q data integration , introduced in January 2024, allows you to use natural language to author extract, transform, load (ETL) jobs and operations in AWS Glue specific data abstraction DynamicFrame. This post introduces exciting new capabilities for Amazon Q data integration that work together to make ETL development more efficient and intuitive.

Data Integration 52

Data Integration Visualization Data Processing Data Lake 52

Smart Data Collective

DECEMBER 24, 2024

AI can do a great job with your SEO campaign, as long as you use the right tools to help you.

Marketing 59

Marketing 59

Analytics Vidhya

DECEMBER 24, 2024

Generative AI witnessed remarkable advancements in 2024. Top generative AI companies like OpenAI, Google and Anthropic lead the LLM race with architecting and improving LLMs. Companies like Nvidia complimented the GenAI revolution with necessary hardware serving as the computational backbone. Also, these LLMs have made it possible to bring autonomous systems to life with agentic […] The post Top 5 Generative AI Stocks to Watch in 2025 appeared first on Analytics Vidhya.

Analytics 194

Analytics IT 194

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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?

Business Intelligence

CIO Business Intelligence

DECEMBER 19, 2024

Este ao surgieron riesgos derivados de la inteligencia artificial , interrupciones catastrficas como el incidente de CrowdStrike y la superacin de las fragilidades de la cadena de suministro de software , as como el riesgo de que los ciberataques y la computacin cuntica rompan los algoritmos de cifrado ms avanzados de la actualidad. En el clima incierto actual, todas las empresas, independientemente de su tamao, son propensas a sufrir interrupciones.

Software 19

Software IT Strategy 19

KDnuggets

DECEMBER 19, 2024

Whether you aim for building the perfect image classifier, sales predictor, or price estimator, these six pracitcal tips and insights will help you get there!

Predictive Modeling 87

Predictive Modeling Data Science Modeling Sales 87

AWS Big Data

DECEMBER 19, 2024

Organizational data is often fragmented across multiple lines of business, leading to inconsistent and sometimes duplicate datasets. This fragmentation can delay decision-making and erode trust in available data. Amazon DataZone , a data management service, helps you catalog, discover, share, and govern data stored across AWS, on-premises systems, and third-party sources.

Publishing 52

Publishing Unstructured Data Metadata Data-driven 52

Smart Data Collective

DECEMBER 19, 2024

Smart businesses are turning to Windows 365 to leverage the benefits of big data.

Big Data 59

Big Data IT Data-driven 59

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📌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.

Data-driven

Analytics Vidhya

DECEMBER 20, 2024

Imagine having an AI tool that not only understands your complex queries but also reasons through them like a seasoned expert. OpenAI o1 is here to revolutionize how developers interact with AI, offering unparalleled reasoning capabilities, real-time audio integration, and enhanced customization options. With features like a massive 200K-token context window and developer-friendly SDKs, o1 […] The post Level-up your AI Development with OpenAI o1 appeared first on Analytics Vidhya.

Interactive 178

Interactive Analytics 178

CIO Business Intelligence

DECEMBER 19, 2024

Agentic AI, the more focused alternative to general-purpose generative AI, is gaining momentum in the enterprise, with Forrester having named it a top emerging technology for 2025 in June. Since then, several organizations have begun using the technology , and major vendors such as Salesforce and ServiceNow have offered AI agents to customers. Agentic AI focuses on performing specific tasks and emphasizes operational decision-making instead of the content generation often associated with gen AI

Cost-Benefit 66

Cost-Benefit Modeling ROI Marketing 66

KDnuggets

DECEMBER 20, 2024

Check out this excellent chat tool you may not know about.

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Dataiku

DECEMBER 26, 2024

AI (including Generative AI) is reshaping the workplace, and the speed of these changes demands that companies equip their workforce to navigate and leverage this new technology. For organizations to stay competitive and agile, employees need to be more than just users of AI they need to understand how it works and how it can amplify their roles.

Technology 52

Technology IT 52

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.

Marketing

AWS Big Data

DECEMBER 19, 2024

Data lakes were originally designed to store large volumes of raw, unstructured, or semi-structured data at a low cost, primarily serving big data and analytics use cases. Over time, as organizations began to explore broader applications, data lakes have become essential for various data-driven processes beyond just reporting and analytics. Today, they play a critical role in syncing with customer applications, enabling the ability to manage concurrent data operations while maintaining the integ

Data Lake 52

Data Lake IoT Metadata Testing 52

Analytics Vidhya

DECEMBER 24, 2024

The emergence of Mixture of Experts (MoE) architectures has revolutionized the landscape of large language models (LLMs) by enhancing their efficiency and scalability. This innovative approach divides a model into multiple specialized sub-networks, or “experts,” each trained to handle specific types of data or tasks. By activating only a subset of these experts based on […] The post What is Mixture of Experts (MoE)?

Modeling 160

Modeling Analytics Deep Learning 160

CIO Business Intelligence

DECEMBER 24, 2024

La proliferacin de la computacin en la nube ha transformado radicalmente la forma en que las empresas gestionan sus cargas de trabajo crticas, transformando la nube en una herramienta estratgica y un facilitador de negocios. Los hiperescalares (proveedores de servicios en la nube que ofrecen soluciones de computacin en la nube escalables y flexibles), como Amazon Web Services, Microsoft Azure y Google Cloud, han revolucionado la escalabilidad y la flexibilidad.

Management 105

Management IT Strategy 105

KDnuggets

DECEMBER 25, 2024

2024 has been yet another groundbreaking year for AI, with major breakthroughs, industry shifts, and ethical challenges shaping its future. Let's uncover together the key moments that defined AI this year about to finalize.

IT 86

IT 86

Speaker: Jay Allardyce, Deepak Vittal, Terrence Sheflin, and Mahyar Ghasemali

As we look ahead to 2025, business intelligence and data analytics are set to play pivotal roles in shaping success. Organizations are already starting to face a host of transformative trends as the year comes to a close, including the integration of AI in data analytics, an increased emphasis on real-time data insights, and the growing importance of user experience in BI solutions.

Business Intelligence

Dataiku

DECEMBER 23, 2024

Organizations accumulate vast amounts of key information , much of which is locked away in documents. These documents whether they are reports, contracts, invoices, or emails are typically designed for human consumption, making them difficult to process automatically. Fortunately, Document AI , the subfield of AI focused on documents, is making rapid and significant progress.

Reporting 52

Reporting 52

AWS Big Data

DECEMBER 20, 2024

Jumia is a technology company born in 2012, present in 14 African countries, with its main headquarters in Lagos, Nigeria. Jumia is built around a marketplace, a logistics service, and a payment service. The logistics service enables the delivery of packages through a network of local partners, and the payment service facilitates the payments of online transactions within Jumias ecosystem.

Metadata 52

Metadata Data-driven Snapshot Data Lake 52

Analytics Vidhya

DECEMBER 19, 2024

GPT-4o has set the bar high in the world of language models, taking text generation and summarization to an entirely new level with its incredible versatility and vast knowledge. However, as our world becomes more diverse, the need for models that can truly grasp regional languages is growingespecially for Indic languages like Hindi, Bengali, Tamil, […] The post GPT 4o vs Indic LLMs: Who will Win the Language War?

Modeling 185

Modeling Analytics IT 185

CIO Business Intelligence

DECEMBER 19, 2024

As the chief research officer at IDC, I lead a global team of analysts who develop research and provide advice to help our clients navigate the technology landscape. Back in 2023, at the CIO 100 awards ceremony, we were about nine months into exploring generative artificial intelligence (genAI). We were full of ideas and possibilities. Fast forward to 2024, and our data shows that organizations have conducted an average of 37 proofs of concept, but only about five have moved into production.

Experimentation 64

Experimentation Cost-Benefit Enterprise Strategy 64

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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

KDnuggets

DECEMBER 19, 2024

Using Docker for local development brings stability, flexibility, and ease of management of the environment. No matter what operating system you're using. Learn how to use Docker on Windows, Linux, and macOS to simplify your development setup, from creating your first container to managing complex environments with Docker Compose.

Management 67

Management 67

Dataiku

DECEMBER 25, 2024

What is the heart of AI Governance ? Trust. In a recent Product Days session, Patrick Peinoit , senior product manager at Dataiku, shared valuable insights on how to build a system of trust within an organization using Dataiku Govern. But before we dive into what Dataiku Govern is and how it can help organizations, lets take a step back and define AI Governance.

Management 52

Management IT 52

CONTACT Software

DECEMBER 19, 2024

Artificial intelligence (AI) is a hot topic and increasingly important in product development. But how can this technology be effectively integrated into development projects?

Machine Learning 52

Machine Learning Testing Technology IT 52

Analytics Vidhya

DECEMBER 23, 2024

Deep learning intelligent agents are revolutionizing the concept of machine and technology around us. Cognitive systems are able to reason, decide, operate and even solve problems without human interferences. Unlike other forms of AI that mainly involve set programmed routines, autonomous agents can work on their own, or learn when to take action, and learn […] The post Building a Multi-Agent System with CAMEL AI appeared first on Analytics Vidhya.

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Deep Learning Technology Analytics 173

Speaker: Donna Laquidara-Carr, PhD, LEED AP, Industry Insights Research Director at Dodge Construction Network

In today’s construction market, owners, construction managers, and contractors must navigate increasing challenges, from cost management to project delays. Fortunately, digital tools now offer valuable insights to help mitigate these risks. However, the sheer volume of tools and the complexity of leveraging their data effectively can be daunting. That’s where data-driven construction comes in.

Data-driven