Analytics Vidhya
DECEMBER 26, 2024
Linear algebra is a cornerstone of many advanced mathematical concepts and is extensively used in data science, machine learning, computer vision, and engineering. One of the fundamental concepts in linear algebra is eigenvectors, often paired with eigenvalues. But what exactly is an eigenvector, and why is it so important? This article breaks down the concept […] The post What is an Eigenvector and Eigenvalues?
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.
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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.
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.
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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have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth.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.
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.
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)?
Data Leaders Brief brings together the best content for data, strategy, and BI professionals from the widest variety of industry thought leaders.
CIO Business Intelligence
DECEMBER 20, 2024
CIO Jason Birnbaum has ambitious plans for generative AI at United Airlines. With the core architectural backbone of the airlines gen AI roadmap in place, including United Data Hub and an AI and ML platform dubbed Mars, Birnbaum has released a handful of models into production use for employees and customers alike. Chief among these is United ChatGPT for secure employee experimental use and an external-facing LLM that better informs customers about flight delays, known as Every Flight Has a Stor
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.
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.
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.
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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?
KDnuggets
DECEMBER 26, 2024
A beginners guide to getting started with image captioning models with HuggingFace.
CIO Business Intelligence
DECEMBER 23, 2024
La analtica prescriptiva va un paso ms all y no solo predice lo que podra suceder, sino que recomienda las mejores acciones para lograr un resultado positivo. En lugar de limitarse a mostrar escenarios futuros probables, esta tecnologa ofrece un mapa con las rutas ptimas para llegar a un destino concreto. Por ejemplo, este modelo es capaz de predecir que un consultor de ventas experimentar una cada en el rendimiento en la prxima semana.
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.
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.
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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.
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.
KDnuggets
DECEMBER 20, 2024
A simple guide for getting hooked to machine learning and building a successful career in the field.
CIO Business Intelligence
DECEMBER 24, 2024
Una nueva encuesta realizada por SAP a organizaciones clientes de las soluciones de la compaa muestra que, a pesar de experimentar con la IA, pocas han implementado esta tecnologa (incuyendo la modalidad generativa) en sus empresas. Eso no quiere decir que las organizaciones no quieran aprovechar la IA para la optimizacin de procesos y el anlisis de datos, en particular, pero las preocupaciones sobre la seguridad, la calidad de los datos y la gobernanza les obstaculizan este camino.
Data Virtualization
DECEMBER 20, 2024
Reading Time: 3 minutes Gartner Hype Cycle provides a graphic representation of the maturity and adoption of technologies and applications, and how they are potentially relevant to solving real business problems and exploiting new opportunities. Gartner Hype Cycle methodology provides a view of how. The post My Reflections on the Gartner Hype Cycle for Data Management, 2024 appeared first on Data Management Blog - Data Integration and Modern Data Management Articles, Analysis and Information.
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.
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.
Analytics Vidhya
DECEMBER 23, 2024
AI benchmarks have long been the standard for measuring progress in artificial intelligence. They offer a tangible way to evaluate and compare system capabilities. But is this approach the best way to assess AI systems? Andrej Karpathy recently raised concerns about the adequacy of this approach in a post on X. AI systems are becoming […] The post Rethinking AI Benchmarks: Moving Beyond Puzzle-Solving appeared first on Analytics Vidhya.
KDnuggets
DECEMBER 20, 2024
Check out this excellent chat tool you may not know about.
CIO Business Intelligence
DECEMBER 26, 2024
Las compaas de todo el mundo, independientemente de su sector de actividad y de su tamao, se encuentran inmersas en un proceso de transformacin digital con el objetivo de mejorar la eficiencia de sus procesos internos, mitigar los riesgos, optimizar su servicio al cliente y afrontar los escenarios del futuro y los retos del mercado. La Mutualidad de Arquitectos HNA , entidad aseguradora que gestiona la previsin social del colectivo de arquitectos y profesionales de la Arquitectura Tcnica de Espa
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.
Analytics Vidhya
DECEMBER 24, 2024
In the rapidly evolving landscape of software development, the intersection of artificial intelligence, data validation, and database management has opened up unprecedented possibilities. This blog post explores an innovative approach to SQL-code generation and SQL code explanation using the Latest PydanticAI Framework and Google’s Gemini-1.5 model, demonstrating how cutting-edge AI technologies can streamline and enhance […] The post Build Production-Grade LLM-Powered Applications w
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?
Analytics Vidhya
DECEMBER 24, 2024
As we step into 2025, generative AI (GenAI) is all set to redefine how we interact with technology. GenAI-powered products are blending creativity and intelligence in many different ways to make our lives easier and simpler. In the near future, we would wake up in the morning to find our virtual assistant not only organizing […] The post Top 5 GenAI Products to Use in 2025 appeared first on Analytics Vidhya.
Analytics Vidhya
DECEMBER 25, 2024
Creating AI agents that can interact with the real world is a great area of research and development. One useful application is building agents capable of searching the web to gather information and complete tasks. This blog post will guide you through the process of creating such an agent using LangChain, a framework for developing […] The post Building a Web-Searching Agent with LangChain and Llama 3.3 70B appeared first on Analytics Vidhya.
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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.
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.
Analytics Vidhya
DECEMBER 24, 2024
AI tools in software development are increasingly becoming indispensable for streamlining workflows and improving productivity. Windsurf and Cursor AI are two notable AI-powered development environments offering unique features and benefits. Understanding how these tools compare is key to choosing the right one for your needs. This article will break down five critical aspects: AI Integration, […] The post Windsurf vs Cursor AI: Which is Better for Coding?
Analytics Vidhya
DECEMBER 22, 2024
Imagine a world where algorithms help doctors diagnose illnesses in seconds, self-driving cars navigate effortlessly, and gadgets anticipate our needs before we even ask. Sounds like science fiction? As we approach 2025, machine learning is turning these visions into reality. From chatbots that hold human-like conversations to recommendation systems that know your next favorite movie, […] The post Top 30 Machine Learning Projects for Beginners in 2025 appeared first on Analytics Vidhya.
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.
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.
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