https://www.europesays.com/1947026/ Towards transparency and knowledge exchange in AI-assisted data analysis code generation #COMPUTERSCIENCE #Data #DataProcessing #general #ResearchData #Software
https://www.europesays.com/1947026/ Towards transparency and knowledge exchange in AI-assisted data analysis code generation #COMPUTERSCIENCE #Data #DataProcessing #general #ResearchData #Software
LinkedIn, jak to wielka platforma, przetwarza dużo danych. Musi to robić szybko i sprawnie, stąd tutaj zwykła baza danych nie wystarczy i infrastruktura jest "trochę" większa. Warto wiedzieć, jak to robią duże serwisy.
#DataProcessing #NoSQL #SQL #Oracle #BazaDanych #ArchitekturaOprogramowania
https://blog.bytebytego.com/p/how-linkedin-scaled-user-restriction
Unlocking #AI Potential with #Kubernetes & Key Benefits
Kubernetes is revolutionizing AI deployment with its scalable and efficient container orchestration capabilities.
Here are the key perks:Scalability: Automatically scales AI workloads to handle surges in demand, ensuring seamless performance.
Efficient Resource Management: Optimizes CPU, GPU, and memory allocation based on workload needs, reducing costs.
Multi-Tenancy: Allows multiple teams to share resources without interference, enhancing collaboration.
High Availability: Ensures AI applications remain operational even during hardware failures, thanks to self-healing capabilities.
Seamless Deployment: Enables consistent deployment across different environments, from on-premises to cloud.
https://klizos.com/kubernetes-ai-deployment/
#Kubernetes #AI #MachineLearning #Scalability #Efficiency #MultiTenancy #HighAvailability #CloudNative #DevOps #CI/CD #ContainerOrchestration #ITInfrastructure #Innovation #TechTrends #CloudApplications #DataProcessing
#Kubernetes in action: real-world #AI deployment success stories
Kubernetes is transforming AI deployment across industries with its robust container orchestration capabilities.
Some use cases:Netflix: Uses Kubernetes to simplify and streamline deployments, ensuring resilience and scalability for its vast array of microservices.
HSBC: Manages applications across private and public clouds with Kubernetes, optimizing resource costs and meeting regulatory requirements.
Airbnb: Orchestrates resources for complex machine learning models, ensuring efficient processing of large datasets.
YouTube: Utilizes Kubernetes for scalable video delivery, handling spikes in demand without disrupting service quality.
https://klizos.com/kubernetes-ai-deployment/
#Kubernetes #AI #MachineLearning #Netflix #GitLab #HSBC #Airbnb #YouTube #CloudNative #DevOps #Scalability #HighAvailability #CI/CD #ContainerOrchestration #ITInfrastructure #Innovation #TechTrends #CloudApplications #DataProcessing #RealTimeAnalytics #Automation
Kubernetes is revolutionizing how organizations manage complex applications, offering scalability, flexibility, and robustness.
Here are some more key use cases: Large-Scale Apps - Kubernetes helps manage large-scale apps during peak traffic, ensuring a smooth user experience.
AI/ML with Kubernetes - NVIDIA uses Kubernetes to deploy AI models at scale, optimizing resource utilization.
DevOps Efficiency - Spotify speeds up software delivery with Kubernetes, reducing time to market.
...
#Kubernetes #CloudNative #AI #MachineLearning #DevOps #Microservices #EdgeComputing #CloudNetworking #HybridCloud #Scalability #Flexibility #Reliability #CI/CD #ContainerOrchestration #ITInfrastructure #Innovation #TechTrends #CloudApplications #DataProcessing #RealTimeAnalytics #Automation #DigitalTransformation
Smallpond – A lightweight data processing framework built on DuckDB and 3FS — https://github.com/deepseek-ai/smallpond
#HackerNews #Smallpond #DuckDB #DataProcessing #Framework #Lightweight #3FS #OpenSource
No more spreadsheet headaches. (Un)Perplexed Spready’s AI sorts it! https://matasoft.hr/qtrendcontrol/index.php/un-perplexed-spready #DataProcessing #WorkplaceInnovation #DataScience #ArtificialIntelligence #AI #LLM
#Spreadsheet #AISpreadsheets #DataAutomation #BusinessIntelligence #SpreadsheetRevolution #AIProductivity #DataExtraction #AutomatedAnalytics #WorkSmarter #AITools2025 #AITools #LLM #AI #ArtificialIntelligence #BusinessEfficiency #DataProcessing #LanguageModels #FutureOfWork #SpreadsheetAI #DataManagement #ProductivityHack #AIInnovation #BusinessAutomation #DataAnalytics #WorkLifeBalance #LLMTechnology #SmartSpreadsheets #DataDriven #AIAssistant #OfficeAutomation
https://matasoft.hr/qtrendcontrol/index.php/un-perplexed-spready
The Rise and Fall of In-Memory Database Systems: Lessons Learned
In-memory database systems once promised unparalleled speed and efficiency, but their adoption faced significant challenges. This article delves into the evolution of these systems, examining the tech...
https://news.lavx.hu/article/the-rise-and-fall-of-in-memory-database-systems-lessons-learned
A #ShiftLeft approach to #DataProcessing relies on data products, which form the basis of data communication across the business.
This addresses many flaws in traditional data processing and makes data more relevant, complete, and trustworthy.
#InfoQ article: https://bit.ly/3WHjxsf
Routing tasks through specialized models can dramatically improve efficiency. Imagine multimodal models processing diverse data types and directing queries to the right AI 'experts'. I'll share practical examples of how companies are successfully using routing to streamline workflows! #AI #Efficiency #DataProcessing
Unpacking the Power of JSON Streaming: A Deep Dive into ndjson and Its Variants
In the age of big data, efficient data streaming is paramount. This article explores the emerging world of JSON streaming formats, with a spotlight on ndjson, jsonl, and json-seq, revealing how they r...
Going to other clubs:
Going to GBIF clubs: #DataUseClub
Registrations are open for our next Data Use Club practical session - Data standards & processing!
This session aims to give users the tools to understand the context of the data available on GBIF and help them decide if the data is fit for their analyses.
Wed 12 Feb 2025 15:00-16:30 CET. This event will be recorded.
In threat intelligence, you often have to deal with a bunch of different data sources, but these data can come in different forms and need to be processed before they can be analyzed!
Well, that’s exactly what you can do with Docling, an open-source library that allows you to process different kinds of data (PDF, DOCX, PPTX, XLSX, images, and more). Bonus: you can also use it for chunking your data, for example for a RAG.
One of the easiest ways to use it is as follows, where I pass a PDF report and convert it into JSON and Markdown, and now it is much easier to process further and extract additional details without polluting my pipeline with garbage data from the file structure.
And it supports OCR
You can find my code below
https://github.com/DS4SD/docling/tree/main
Code: https://gist.github.com/fr0gger/251cf87e70313f6d7271a09b30c4c0d5
Handle big data with ease! Our fuzzy matching can process millions of records daily. Scale your data operations effortlessly.
https://matasoft.hr/qtrendcontrol/index.php/data-matching-services
#BigDataAnalytics #DataProcessing #DataScience #FuzzyMatch
Handle big data with ease! Our fuzzy matching can process millions of records daily. Scale your data operations effortlessly.
https://matasoft.hr/qtrendcontrol/index.php/data-matching-services
#BigDataAnalytics #DataProcessing #DataScience #FuzzyMatch
https://www.europesays.com/1728808/ Predicting patients’ sentiments about medications using artificial intelligence techniques #AI #ArtificialIntelligence #ComputationalModels #DataMining #DataProcessing #DeepLearning #DrugRegulation #DrugSafety #EnsembleLearning #ExplainableArtificialIntelligence #HealthCareEconomics #HealthPolicy #HealthServices #HumanitiesAndSocialSciences #MachineLearning #MedicationReviews #multidisciplinary #PatientEducation #Patients’SentimentAnalysis #PublicHealth #science
https://www.europesays.com/1721919/ A novel translational bioinformatics framework for facilitating multimodal data analyses in preclinical models of neurological injury #Data #DataEngineering #DataIntegration #DataProcessing #DataPublicationAndArchiving #DataVisualization #HumanitiesAndSocialSciences #MachineLearning #multidisciplinary #MultimodalDataProcessing #PediatricNeurologicalInjury #PreclinicalResearch #science #TranslationalResearch
Olama can transform unstructured data into clean JSON effortlessly now. Parse documents, extract from images, and structure LLM responses with ease. Still have to test this. Anyone has already? #AI #DataProcessing #Automation #JSON"
Unleashing the Power of Data Analytics: A Comprehensive Guide
#DataAnalytics #BigData #MachineLearning #DataScience #AI #PredictiveAnalytics #DataDriven #BusinessIntelligence #DataVisualization #AnalyticsTools #DataStrategy #DataProcessing
https://frobyn.com/unleashing-the-power-of-data-analytics-a-comprehensive-guide/