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.
Analytics Vidhya
DECEMBER 27, 2024
Last year, the DeepSeek LLM made waves with its impressive 67 billion parameters, meticulously trained on an expansive dataset of 2 trillion tokens in English and Chinese comprehension. Setting new benchmarks for research collaboration, DeepSeek ingrained the AI community by open-sourcing both its 7B/67B Base and Chat models. Now, what if I tell you there […] The post Andrej Karpathy Praises DeepSeek V3s Frontier LLM, Trained on a $6M Budget appeared first on Analytics Vidhya.
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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.
CIO Business Intelligence
DECEMBER 27, 2024
Como la mayora de las empresas, Ikea se centra en los datos y la inteligencia artificial (IA) para cumplir sus ambiciones de futuro. Por ello, hace cuatro aos, la empresa desarroll una estrategia de datos para todo el grupo, que se ha seguido desde entonces. Si la sigo y lo hago bien, cada vez se utilizarn ms datos en las aplicaciones y soluciones de IA que se construyan a medida que lleguen nuevos datos, afirma Francesco Marzoni, director de Datos y Anlisis de Ingka, la empresa que gestiona la
Speaker: Tamara Fingerlin, Developer Advocate
Apache Airflow® 3.0, the most anticipated Airflow release yet, officially launched this April. As the de facto standard for data orchestration, Airflow is trusted by over 77,000 organizations to power everything from advanced analytics to production AI and MLOps. With the 3.0 release, the top-requested features from the community were delivered, including a revamped UI for easier navigation, stronger security, and greater flexibility to run tasks anywhere at any time.
AWS Big Data
DECEMBER 27, 2024
The Amazon EMR runtime for Apache Spark offers a high-performance runtime environment while maintaining 100% API compatibility with open source Apache Spark and Apache Iceberg table format. Amazon EMR on EC2 , Amazon EMR Serverless , Amazon EMR on Amazon EKS , Amazon EMR on AWS Outposts and AWS Glue all use the optimized runtimes. In this post, we demonstrate the performance benefits of using the Amazon EMR 7.5 runtime for Spark and Iceberg compared to open source Spark 3.5.3 with Iceberg 1.6.1
Analytics Vidhya
DECEMBER 27, 2024
Object detection is pivotal in artificial intelligence, serving as the backbone for numerous cutting-edge applications. From autonomous vehicles and surveillance systems to medical imaging and augmented reality, the ability to identify and locate objects in images and videos is transforming industries worldwide. TensorFlow’s Object Detection API, a powerful and versatile tool, simplifies building robust object […] The post Object Detection with TensorFlow appeared first on Analytics
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 23, 2024
A new survey of SAP customer organizations shows that, despite AI experimentation, few have implemented AI and generative AI technologies across their enterprises. Thats not to say organizations arent eager to leverage AI for process optimization and data analysis, in particular, but concerns about security, data quality, and governance remain hurdles.
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.
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)?
KDnuggets
DECEMBER 26, 2024
A beginners guide to getting started with image captioning models with HuggingFace.
Speaker: Alex Salazar, CEO & Co-Founder @ Arcade | Nate Barbettini, Founding Engineer @ Arcade | Tony Karrer, Founder & CTO @ Aggregage
There’s a lot of noise surrounding the ability of AI agents to connect to your tools, systems and data. But building an AI application into a reliable, secure workflow agent isn’t as simple as plugging in an API. As an engineering leader, it can be challenging to make sense of this evolving landscape, but agent tooling provides such high value that it’s critical we figure out how to move forward.
CIO Business Intelligence
DECEMBER 27, 2024
Users who expected to be able to use the resources of the Azure content delivery network (CDN) from Edgio until November 2025, as previously announced, had a not-so-festive gift this week the CDN is now shutting down on Jan. 15, 2025. In a post on Github , Rich Lander, principal program manager,NET core at Microsoft, offered more detail. Some.NET binaries and installers are hosted on Azure Content Delivery Network (CDN) domains that end in.azureedge.net.
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 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.
KDnuggets
DECEMBER 23, 2024
We asked our writing team members to each select their favorite article from the year that they wrote, and share their reasons why with us.
Speaker: Frank Taliano
Documents are the backbone of enterprise operations, but they are also a common source of inefficiency. From buried insights to manual handoffs, document-based workflows can quietly stall decision-making and drain resources. For large, complex organizations, legacy systems and siloed processes create friction that AI is uniquely positioned to resolve.
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.
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.
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.
KDnuggets
DECEMBER 27, 2024
From the unstoppable rise of generative AI to sustainability-driven innovations: a retrospective analysis of the data science trends that revolutionized the field in 2024 and beyond.
Speaker: Claire Grosjean, Global Finance & Operations Executive
Finance teams are drowning in data—but is it actually helping them spend smarter? Without the right approach, excess spending, inefficiencies, and missed opportunities continue to drain profitability. While analytics offers powerful insights, financial intelligence requires more than just numbers—it takes the right blend of automation, strategy, and human expertise.
CIO Business Intelligence
DECEMBER 23, 2024
The past year was another one of rapid change, as economic cycles, business trends, and technology itself evolved at a breakneck pace. So what did the year that was and all its frenetic energy teach us? We asked a handful of CIOs to catch their breath and think about what they are taking away from the past year. Heres what they say. 1. Gen AI moved past hype and proved its worth ChatGPT and the generative AI revolution marked their second anniversary in November 2024.
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 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?
Analytics Vidhya
DECEMBER 27, 2024
Probability is a cornerstone of statistics and data science, providing a framework to quantify uncertainty and make predictions. Understanding joint, marginal, and conditional probability is critical for analyzing events in both independent and dependent scenarios. This article unpacks these concepts with clear explanations and examples. What is Probability?
Advertiser: ZoomInfo
AI adoption is reshaping sales and marketing. But is it delivering real results? We surveyed 1,000+ GTM professionals to find out. The data is clear: AI users report 47% higher productivity and an average of 12 hours saved per week. But leaders say mainstream AI tools still fall short on accuracy and business impact. Download the full report today to see how AI is being used — and where go-to-market professionals think there are gaps and opportunities.
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.
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 22, 2024
Concluding “12 Days of OpenAI” series, OpenAI introduced the o3 series, highlighting their superior performance in reasoning, coding, and mathematical tasks while maintaining cost-effectiveness. The o3 models achieved an advanced score of 75.7% on the ARC-AGI benchmark, a challenging test of general intelligence that had remained unbeaten for FIVE years.
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
Speaker: Ben Epstein, Stealth Founder & CTO | Tony Karrer, Founder & CTO, Aggregage
When tasked with building a fundamentally new product line with deeper insights than previously achievable for a high-value client, Ben Epstein and his team faced a significant challenge: how to harness LLMs to produce consistent, high-accuracy outputs at scale. In this new session, Ben will share how he and his team engineered a system (based on proven software engineering approaches) that employs reproducible test variations (via temperature 0 and fixed seeds), and enables non-LLM evaluation m
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 Vidhya
DECEMBER 21, 2024
Scene text recognition (STR) continues challenging researchers due to the diversity of text appearances in natural environments. It is one thing to detect text on images on documents and another thing when the text is in an image on a person’s T-shirt. The introduction of Multi-Granularity Prediction for Scene Text Recognition (MGP-STR), presented at ECCV […] The post Scene Text Recognition (STR) Using Vision-Based Text Recognition appeared first on Analytics Vidhya.
Analytics Vidhya
DECEMBER 26, 2024
Open-source AI models on Hugging Face have become a driving force in the AI space, and Hugging Face remains at the forefront of this movement. In 2024, it solidified its role as the go-to platform for state-of-the-art models, spanning NLP, computer vision, speech recognition, and more. These models rival proprietary ones, offering flexibility for customization […] The post Top 12 Open Source Models on Hugging Face in 2024 appeared first on Analytics Vidhya.
Analytics Vidhya
DECEMBER 26, 2024
Small language models (SLMs) are making a significant impact in AI. They provide strong performance while being efficient and cost-effective. One standout example is the Llama 3.2 3B. It performs exceptionally well in Retrieval-Augmented Generation (RAG) tasks, cutting computational costs and memory usage while maintaining high accuracy. This article explores how to fine-tune the Llama […] The post Fine-tuning Llama 3.2 3B for RAG appeared first on Analytics Vidhya.
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The DHS compliance audit clock is ticking on Zero Trust. Government agencies can no longer ignore or delay their Zero Trust initiatives. During this virtual panel discussion—featuring Kelly Fuller Gordon, Founder and CEO of RisX, Chris Wild, Zero Trust subject matter expert at Zermount, Inc., and Principal of Cybersecurity Practice at Eliassen Group, Trey Gannon—you’ll gain a detailed understanding of the Federal Zero Trust mandate, its requirements, milestones, and deadlines.
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