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AI, security, data en publieke digitale transformatie.
De AI-levenscyclus een benadering voor gefaseerde innovatie.
Inleiding In het huidige tijdperk van digitale transformatie speelt Artificiële Intelligentie (AI) een steeds prominentere rol in onze samenleving. Van persoonlijke assistenten op onze smartphones tot
Data PlatformsWho is the data owner?
by Dennis Landman Data ownership refers to the legal rights and responsibilities associated with specific datasets, establishing who has the authority to control, utilize, and manage data. As data bec
Data PlatformsUnlocking the Power of Language From Roman Jakobson to Large Language Models (LLMs)
Explore how linguistic theories from Jakobson, Saussure, and Chomsky enhance the effectiveness of Large Language Models like GPT.
Data PlatformsBridging the Martec Gap Managing Exponential Technology and Logarithmic Change in Tech
Explore how legal organizations can bridge the gap between rapid tech evolution and slower organizational change, leveraging agile methodologies, strategic partnerships, and robust change management.
Data PlatformsMaximizing business value through strategic IT architecture, a guide for enterprise, domain, and solution architects
By Dennis Landman In the ever-evolving digital landscape, the role of IT architecture is increasingly pivotal in ensuring that large enterprises not only survive but thrive. For enterprise, domain, an
Data PlatformsOptimizing distributed databases with CAP, PACELC, ACID, and BASE.
Discover how CAP, PACELC, ACID, and BASE principles guide system architects in designing high-performance, scalable distributed databases.
Data PlatformsAI-Coding assistants your new collaborative partners
Imagine a world where your code seems to write itself, where complex problems are solved in minutes rather than hours, and where your development team operates like a well-oiled machine, effortlessly
Data PlatformsThe integration of large language models in judicial processes, opportunities, challenges, and ethical considerations.
Explore the integration of Large Language Models in judicial processes, examining opportunities, challenges, and ethical considerations in AI-powered legal systems.
Data PlatformsTransforming Business Efficiency with the POPIT Model
In today’s rapidly evolving business landscape, inefficiencies can silently drain up to 30% of a company’s revenue, a staggering loss that many organizations cannot afford. Addressing these inefficien
Data Platforms“Even Wachten” in grote taalmodellen, vooruitgang, risico’s en ethische implicaties.
Explore the advancements, risks, and ethical implications of chain-of-thought reasoning in AI language models, focusing on OpenAI’s o1 series and its impact.
Data PlatformsMental Models for Problem-Solving, Hiring, and Customer-Focused Leadership
In today’s dynamic business landscape, success hinges on three critical abilities: solving complex problems, making astute hiring decisions, and maintaining focus on customer needs. This guide e
Data PlatformsThe Evolution of Enterprise Architecture: Bridging IT Development and Data Products
Enterprise Architecture (EA) plays a pivotal role in aligning business goals with technology, enabling strategic business transformation, agility, and efficiency.
Data PlatformsThe Evolution and Impact of Prompting Techniques in Large Language Models
Explore the evolution and impact of prompting techniques in Large Language Models, from basic queries to advanced reasoning frameworks, and their implications for AI’s future
Data PlatformsData Sovereignty for Local Governments: Leveraging Clauses to Empower Digital Transformation
Introduction Data sovereignty has emerged as a critical issue for local governments within the European Union (EU), where the ability to control and access data is pivotal to fostering digital transfo
Data PlatformsNavigating the Complexities of Microsoft Copilot Integration.
Podcast van het artikel. Introduction In the rapidly evolving landscape of AI-driven workplace solutions, Microsoft Copilot stands out as a commercial tool that promises to be capable of significantly
Data PlatformsLLM-Codegeneratie in de Praktijk: Van Onderzoek naar Implementatie
Inleiding De integratie van Large Language Models (LLMs) zoals ChatGPT en GitHub Copilot in het softwareontwikkelingsproces belooft een revolutie in de manier waarop we code schrijven en onderhouden.
Data PlatformsThe Lifecycle of Data Products: From Design to Evolution
I. Introduction In an era where data is often hailed as the new oil, the ability to refine this raw resource into valuable data products has become a critical competency for organizations across indus
Data PlatformsVan Skynet naar Realiteit: Ethische Uitdagingen van AI in Nederland en Europa
[Script] JOHN We’re not gonna make it, are we? People, I mean. TERMINATOR It is in your nature to destroy yourselves. John nods, depressed. JOHN Yeah. Drag, huh? SARAH I need to know how Skynet gets b
Data PlatformsEvaluating Leading Text-to-Speech Models
The field of Text-to-Speech (TTS) technology has rapidly advanced, providing crucial solutions across various industries, including accessibility, customer service, and content creation. In a recent s
Data PlatformsPlaying to Win: Mastering Strategy in the Digital Age
In today’s rapidly evolving business landscape, developing and executing an effective strategy is more crucial—and challenging—than ever. As software pioneer Marc Andreessen famously declared, &
Data PlatformsObservability: The Cornerstone of Modern Enterprise Software
In today’s rapidly evolving digital landscape, observability has emerged as a critical component for maintaining robust, secure, and high-performing enterprise software systems. This comprehensi
Data PlatformsNavigating the AI Revolution: An Expert-Informed Guide for Enterprises (2024-2030)
Introduction As we stand on the brink of a new era in artificial intelligence, enterprises must prepare for a future where AI capabilities will dramatically reshape the business landscape. This compre
Data PlatformsWhen Not to Use Large Language Models: A Comprehensive Technical and Practical Guide
Introduction Large Language Models (LLMs) have revolutionized natural language processing, demonstrating remarkable capabilities in understanding and generating human-like text. However, despite their
Data PlatformsAI’s Double-Edged Sword: Navigating the Risks in Our AI-Driven Future
Introduction: The AI Revolution’s Hidden Perils Imagine a world where AI writes your essays, drives your car, and even diagnoses your illnesses. Exciting, right? But what if that same AI discrim
Data PlatformsBuilding a Future-Ready Data Architecture: A Comprehensive Guide to Accelerating Your Enterprise.
Introduction In the rapidly evolving digital landscape, enterprises tethered to legacy data architectures face an existential threat. Not only do these outdated systems strain operational efficiency,
Data PlatformsUnderstanding API Gateways: Features, Technical Details, and Usage
Introduction An API Gateway serves as a crucial component in the architecture of modern applications, particularly those built on microservices. It acts as a single entry point for client requests, ma
Data PlatformsDe Toekomst van Legal Tech. Hoe AI en No-Code Tools Overheden Transformeren
De wereld van tech bevindt zich in een spannende transitie. Overheden worden uitgedaagd om met beperkte middelen en steeds complexere vraagstukken om te gaan. Met de opkomst van AI-modellen zoals Clau
Data PlatformsExploring the Vast Potential of ChatGPT 100 Use Cases Unveiled.
In today’s rapidly evolving technological landscape, artificial intelligence (AI) is reshaping industries and redefining how we approach daily tasks, creativity, and professional development. Among th
Data PlatformsThe Philosophy of Corporate Ethics: Navigating the Uncomfortable Truths Every Leader Should Know
Corporate ethics transcends mere compliance or avoiding scandals; it is a foundational philosophy that influences every aspect of a business, from culture to strategy, and ultimately, performance. In
Data PlatformsUnderstanding the Most Common Loss Functions in Machine Learning: A Detailed Exploration
Loss functions play a pivotal role in the training of machine learning models by quantifying the difference between predicted outputs and actual values. This difference guides the model’s learning pro
Data PlatformsThe Strategic Blueprint of Modern Data Architecture: A Comprehensive Guide
In today’s digital landscape, data is the lifeblood of enterprise systems. These systems, composed of various products, services, and software, are engineered to achieve specific business or technical
Data PlatformsCrafting a Robust Strategy Beyond Planning
As senior advisors and strategists, we understand the importance of precise terminology and clear distinctions in our work. Our goal is not to convince every single individual but to construct a robus
Data PlatformsThe AI Lifecycle in Tech.
Introduction The AI lifecycle is crucial for developing robust, secure, and effective AI systems, particularly in the legal tech industry. Legal tech demands high accuracy, compliance with regulatory
Data PlatformsDesigning a Robust Data Architecture: Key Questions for Organizational Success
Executive Summary In today’s rapidly evolving digital landscape, a robust data architecture is essential for organizations seeking to leverage their data assets fully. This article delves into t
Data PlatformsManaging Complex Change in Governments or IT Organizations. Adapting and Expanding the Lippitt-Knoster Model.
Introduction and Context In an era where technology rapidly evolves, digital transformation has become imperative for governments globally. This shift promises enhanced citizen services, improved tran
Data PlatformsComprehensive Technical Architecture Design for Data in a Tech Organization
1. Introduction and Context A robust data architecture is critical for a tech organization to ensure efficient, secure, and scalable data management. This document outlines the comprehensive data arch
Data PlatformsOnderzoek naar LLM als Rechter, een overzicht.
In 2022 begon een intrigerende reis in de wereld van LLM als rechter technieken, waarbij grote taalmodellen (LLM’s) worden gebruikt om de output van andere LLM’s te evalueren. Deze technie
Data PlatformsEffective strategies to enhance your productivity
Here’s a structured list of productivity strategies derived from reputable productivity blogs and sources, along with practical tips on implementing each strategy effectively: 1. Set Clear Goals
Data PlatformsLeading a Team Through Data-Driven Decision Making.
In today’s data-centric world, making informed decisions is crucial for the success of any organization. Leveraging data effectively can transform decision-making processes, ensuring strategies are gr
Data PlatformsNegotiating salary and benefits effectively during a job offer requires preparation, confidence, and strategic communication.
Before Negotiation: During Negotiation: After Negotiation: By approaching salary and benefits negotiations with preparation, confidence, and a focus on mutual benefit, you increase your chances of sec
Data PlatformsAnalysis of similarities between traditional and contemporary theories of organizational inefficiency Part 2
1. Digital Transformation Fatigue vs. The Peter Principle 2. Algorithmic Management vs. The Halo Effect 3. The Pitfall of Big Data vs. The Dunning-Kruger Effect 4. Shadow IT vs. In-group Favoritism 5.
Data PlatformsComprehensive guide to database types and their applications in tech
In the fast-paced and data-intensive world of legal technology, the choice of database can significantly impact performance, scalability, and security. As a senior engineer, my goal is to provide a th
Data PlatformsThe Peter Principle, A Theory of Organizational Inefficiency Part 1
The Peter Principle, formulated by Dr. Laurence J. Peter in his 1969 book “The Peter Principle: Why Things Always Go Wrong,” is a management theory that posits employees in a hierarchy ten
Data PlatformsInnovative Design Thinking Techniques for Legal Tech Innovation
Harnessing Design Thinking Methods In the dynamic and ever-evolving landscape of legal technology, staying ahead requires not just technical expertise but also a keen understanding of innovative probl
Data PlatformsThe Intersection of Law and AI
Historical Perspectives and Modern Implications As an specialist with over two decades of experience, I’ve witnessed the transformative power of technology. However, as we stand on the precipice of an
Data PlatformsDe kunst van het prompten een gids voor techies.
In de dynamische wereld van technologie is effectieve communicatie met AI van het grootste belang. Of je nu een ervaren IT-consultant bent of een beginnende tech-enthousiast, het kennen van het opstel
Data PlatformsEen analyse van data en AI integratie in tech.
In het voortdurend evoluerende landschap van legal technology is de integratie van AI en datamanagementoplossingen essentieel geworden. De AI-ladder, een conceptueel kader zoals hierboven geïllustreer
Data PlatformsZo herken je een toxische baas, is jouw manager een wolf in schaapskleren?
In de snel evoluerende sector van IT en tech, waar innovatie en efficiëntie centraal staan, is effectief management cruciaal voor zowel bedrijfssucces als werknemerstevredenheid. Echter, niet alle man
Data PlatformsDe oorsprong van Word2Vec
Word2Vec, ontwikkeld door een team onder leiding van Tomas Mikolov bij Google in 2013, is een baanbrekende innovatie in de wereld van natural language processing (NLP). Deze techniek maakte het mogeli
Data PlatformsEen blik op ordinary least squares (OLS) regressie, oorsprong, formule en gebruikstoepassingen.
De Oorsprong van OLS Regressie Ordinary Least Squares (OLS) regressie vindt zijn oorsprong in de rijke geschiedenis van wiskunde en statistiek en gaat terug tot de vroege 19e eeuw. De methode werd ont
Data PlatformsThe Wizard of Flaws: A Tale of Ownership and Omissions in Tech Land
In the thriving yet tumultuous world of ByteRight Tech Solutions, there ruled a manager named Stanislaw “Stan” O’Reilly. Stan saw the company not as a collaborative community but as a chessboard, and
Data PlatformsDe kracht van prompting een revolutie in tech
Welkom in het tijdperk van de tech revolutie, waar innovatieve technologieën en methodologieën de juridische sector transformeren. Een van de meest opvallende ontwikkelingen is de opkomst van prompt f
Data PlatformsCode, Coughs, and Connelly: The Unlikely Birth of Agile Autonomy.
In the dinosaur-infested jungles of Eagle & Key Legal Tech Inc., resided the illustrious, self-proclaimed overlord of technology, Mr. Bertram Ignatius Connelly, or as he fancied himself, “Commande
Data PlatformsValkuilen en voordelen in het gebruik van large language models.
Hoe werkt een Large Language Model (LLM)?Een Large Language Model (LLM), zoals GPT-4, functioneert op basis van een transformer-architectuur die is ontworpen om menselijke taal te begrijpen en te gene
Data PlatformsAI voor training en educatie.
In de snel evoluerende wereld van technologie en onderwijs markeert de opkomst van ChatGPT een keerpunt in hoe we leren en onderwijzen. Deze geavanceerde AI, ontwikkeld door OpenAI, belooft de educati
Data PlatformsData als Strategisch Bedrijfsmiddel: Een Uitgebreide Handleiding voor Transformatie
Inleiding Deze blogpost biedt een omvattend overzicht van een effectieve datastrategie, essentieel voor bedrijven in het digitale tijdperk. Het richt zich op het omzetten van data in een strategisch b
Data PlatformsThe Chronicles of GDPR: The Odyssey of the Latency Officer
In the digital dominion of Legal Tech Inc., our protagonist, the Latency Officer, embarks on an epic quest, navigating the labyrinthine maze of GDPR compliance. The journey is arduous, fraught with tr
Data Platforms12 Onmisbare Copilot Functies voor 2024: Een Technische Verkenning.
In 2024 heeft Copilot zichzelf opnieuw uitgevonden met geavanceerde AI-mogelijkheden die de manier waarop we met technologie omgaan, transformeren. In dit blog belichten we 12 sleutelfuncties die elke
Data PlatformsLegal Tech GPT Use Cases en de GPT settings.
In de fascinerende wereld van Kunstmatige Intelligentie speelt het afstellen van de parameters ’temperatuur’, ’top_p’ en top_k setting in GPT-modellen een sleutelrol. Stel je v
Data PlatformsNavigating the Agile Transition Dealing with Old-School Managers in a New World
In today’s rapidly evolving work landscape, the shift towards Agile methodologies is more prevalent than ever. Agile offers a dynamic approach that encourages collaboration, adaptability, and a
Data PlatformsTrust in the Age of AI: A Holistic Evaluation of GPT Models
In an era where artificial intelligence is increasingly integrated into our daily lives, understanding the trustworthiness of these systems has never been more critical. In the latest paper of Microso
Data PlatformsGeneratieve AI: De Onmisbare Tool voor de Moderne Ontwikkelaar.
Generatieve AI: De Onmisbare Tool voor de Moderne Ontwikkelaar Inleiding: Generatieve AI (GAI) is niet zomaar een buzzword; het is een technologie die de manier waarop ontwikkelaars werken revolutione
Data PlatformsDatalek UWV moet 500 euro betalen aan benadeelde datalek.
Dit vonnis gaat over een zaak van gegevensbescherming waarin schadevergoeding werd geëist vanwege een datalek. De eiseres heeft bezwaar gemaakt tegen een besluit van het Uitvoeringsinstituut werknemer
Data PlatformsHandigste Chatgpt plugins tot nu toe.
1. Expedia en KAYAK: Handig voor reisvragen, biedt nuttige reis- en hotelresultaten. 2. Ask Your PDF: Helpt bij het extraheren van gegevens uit PDF-documenten. 3. Link Reader: Integreert zoekopdrachte
Data PlatformsDe G7-Principes: Redding of Ondergang voor AI?
Inleiding. In de snel evoluerende wereld van kunstmatige intelligentie (AI) is er een groeiende behoefte aan richtlijnen en principes die zowel innovatie als ethische overwegingen bevorderen. De recen
Data PlatformsHet Belang van Retrieval-Augmented Generation (RAG) in Grote Taalmodellen (LLM’s).
Inleiding Retrieval-Augmented Generation (RAG) is een AI-raamwerk dat tot doel heeft de kwaliteit van de antwoorden die door Grote Taalmodellen (LLM’s) worden gegenereerd, te verbeteren. Dit doe
Data PlatformsBalancing Act: RPA vs AI/ML in Government and Legal Tech.
Abstract Robotic Process Automation (RPA) has been considered the holy grail of operational efficiency. However, in complex landscapes such as governmental sectors, its limitations become increasingly
Data PlatformsSupervised Learning, Unsupervised Learning en Reinforcement Learning
Machine Learning in Legal Tech: Van Gelabelde Data tot Beslissende Acties Machine learning (ML) is een technologie die de juridische sector ingrijpend verandert. In deze blogpost gaan we dieper in op
Data Platforms10 use Cases op Red Hat Openshift Data Foundation voor legal tech.
1. Documentbeheer en Opslag Kerncomponenten: Ceph, Ceph CSIBeschrijving: Gebruik de blokopslag en het gedistribueerde bestandssysteem van Ceph om een veilig en schaalbaar documentbeheersysteem te creë
Data PlatformsMicrosoft Fabric vs Power BI.
Microsoft Fabric en Power BI zijn beide producten van Microsoft, maar ze dienen verschillende doeleinden en hebben elk hun eigen sterke en zwakke punten. Hieronder zetten we de verschillen, de vijf be
Data PlatformsGebruik van LLM en GAI in legal tech.
1. Automatisering van Juridisch Onderzoek: • “Zoek de belangrijkste punten op van de Sarbanes-Oxley Act.” • “Geef een samenvatting van de GDPR (Algemene Verordening Gegevensbescherming).” • “Wat zijn
Data PlatformsWhat about MI, BI, ML and AI.
As a data specialist with more than 20 years of experience, I have seen the dramatic rise of Machine Learning (ML) and Artificial Intelligence (AI) compared to Management Information (MI) and Business
Data PlatformsThe Upcoming Data Act: A Tale of Fairness, Innovation, and Surprising Discoveries.
Subtitle: How the EU’s New Data Act Will Change the Game for AI Experts and Beyond. As a seasoned expert in artificial intelligence with over a decade of experience under my belt, I’ve wit
Data PlatformsTaming the Know-It-Alls: A Guide to Dealing with Difficult Team Members.
Because Teams Need Peace, Not Pieces As an HR expert with over a decade of experience, I’ve come across my fair share of workplace rogues. You know the ones – always convinced they’r
Data PlatformsInstagram NFT Scams and Scammers.
I just started working with Dall-e, Midjourney, ChatGPT and stable diffusion. To promote the work an instagram account is useful. From the moment the first work was online the first scammers and scams
Data PlatformsThe Not-So-Open Secret of IBM Watson.
Subtitle: How IBM Watson Misses the Transparency Train in AI and ML As a seasoned AI and ML expert with over a decade of experience, I’ve witnessed some of the most impressive achievements in th
Data PlatformsHey gpt wat zou je ervan zeggen als we jou gaan gebruiken om gerechtelijke vonnissen te schrijven?
Het idee om een AI zoals ik te gebruiken voor het schrijven van gerechtelijke vonnissen kan zowel voordelen als nadelen hebben. Hier zijn enkele overwegingen: Voordelen: 1. Efficiëntie: AI kan snel en
Data PlatformsAgile based metrics.
Agile teams rapporteren over verschillende belangrijke elementen bij het toepassen van evidence-based agile. Hieronder staan enkele van de belangrijkste elementen: 1. Metrics en metingen: Agile teams
Data PlatformsDataorganisatie.
Een data-organisatie is een organisatie die zich richt op het verzamelen, beheren en analyseren van gegevens om waardevolle inzichten te verkrijgen. Om succesvol te zijn, moet een data-organisatie rek
Data PlatformsVeilig gebruik van machine learning en artificial intelligence.
Machine learning (ML) en artificial intelligence (AI) hebben de potentie om veel aspecten van ons leven te veranderen en te verbeteren, maar het is belangrijk om aandacht te besteden aan de veiligheid
Data PlatformsDatacontract
Een datacontract is een overeenkomst tussen twee partijen die de structuur van de gegevens die worden uitgewisseld specificeert. Het kan worden gebruikt tussen een webdienst en een client-applicatie o
Data PlatformsGa links.
Shift-left is een benadering die steeds meer wordt toegepast in de IT-industrie om de kwaliteit en veiligheid van softwareontwikkeling te verbeteren. Bij shift-left wordt het testen en beveiligen van
Data PlatformsTrends in 2023.
In 2023 zullen er enkele interessante nieuwe trends opkomen op het gebied van datascience, data engineering, data analyse en data stewardship. In deze blogpost zullen we deze trends bespreken en hun i
Data PlatformsGegevens canvas
Het ontsluiten, verrijken en visualiseren van business data in gegevens canvassen is van cruciaal belang voor het begrijpen en beheren van bedrijfsprocessen. Door het verzamelen en analyseren van gege
Data PlatformsAccelerating Text Generation with Confident Adaptive Language Modeling (CALM).
Language models (LMs) are the driving force behind many recent breakthroughs in natural language processing. Models like T5, LaMDA, GPT-3, and PaLM have demonstrated impressive performance on various
Data PlatformsData-centric AI and MLOps within the justice system.
The use of artificial intelligence (AI) and machine learning (ML) in the justice system has the potential to significantly improve efficiency, accuracy, and fairness. However, the implementation of th
Data PlatformsData warehouses, data lakes, and data mesh.
Data warehouses, data lakes, and data mesh are all architectures that are used to store and manage data, but they have some key differences that make them more suitable for certain use cases. In this
Data PlatformsThe use of artificial intelligence (AI) in production.
As the use of artificial intelligence (AI) in production systems becomes more widespread, it is important to consider the principles that should guide its implementation. One key principle is the focu
Data PlatformsAzure compute benchmark is now aligned with CIS!
Security benchmarks help organizations strengthen their security posture and meet various cloud security compliance requirements. The Microsoft cloud security benchmark announced at Ignite 2022 provid
Data PlatformsBrowse Azure Architectures
Find architecture diagrams and technology descriptions for reference architectures, real world examples of cloud architectures, and solution ideas for common workloads on Azure. — Lees op learn.micros
Data PlatformsBEBERT: Efficient and robust binary ensemble BERT
Pre-trained BERT models have achieved impressive accuracy on natural language processing (NLP) tasks. However, their excessive amount of parameters hinders them from efficient deployment on edge devic
Data PlatformsReal Time Recommendation System With Collisionless Embedding Table
Building a scalable and real-time recommendation system is vital for many businesses driven by time-sensitive customer feedback, such as short-videos ranking or online ads. Despite the ubiquitous adop
Data PlatformsLittleBird: Efficient Faster & Longer Transformer for Question Answering
BERT has shown a lot of sucess in a wide variety of NLP tasks. But it has a limitation dealing with long inputs due to its attention mechanism. Longformer, ETC and BigBird addressed this issue and eff
Data PlatformsPaper vs. practice: How legal and ethical frameworks influence public sector data professionals in the Netherlands.
Recent years have seen a massive growth in ethical and legal frameworks to govern data science practices. Yet one of the core questions associated with ethical and legal frameworks is the extent to wh
Data PlatformsWikiWhy: Answering and Explaining Cause-and-Effect Questions
As large language models (LLMs) grow larger and more sophisticated, assessing their “reasoning” capabilities in natural language grows more challenging. Recent question answering (QA) benc
Data PlatformsHoe gaan andere landen om met openbaarmaking van overheidsinformatie?
Vandaag heeft minister Hanke Bruins Slot (BZK), mede namens staatssecretaris van Huffelen (Digitalisering), het rapport “Openbaarmaking van overheidsinformatie” naar beide Kamers verstuurd. In dit rap
Data PlatformsTree-based machine learning performed in-memory with memristive analog CAM.
Tree-based machine learning techniques, such as Decision Trees and Random Forests, are top performers in several domains as they do well with limited training datasets and offer improved interpretabil
Data PlatformsFundamentals of Data Visualization
Thuis is the website for the book “Fundamentals of Data Visualization,” published by O’Reilly Media, Inc. The website contains the complete author manuscript before final copy-editing and other qualit
Data PlatformsOperationalizing Machine Learning: An Interview Study
Organizations rely on machine learning engineers (MLEs) to operationalize ML, i.e., deploy and maintain ML pipelines in production. The process of operationalizing ML, or MLOps, consists of a continua
Data PlatformsForensic artifacts in Office 365 and where to find them.
In Microsoft’s Detection and Response Team, we often find ourselves using the rich data available in Office 365 to help us with our investigations. During this process there are a couple of questions
Data PlatformsIoT: kansen, maar ook de hoogste tijd voor passende veiligheid – Digitale Overheid
15 waardevolle praktijkvoorbeelden van Internet of Things-toepassingen bij overheidsorganisaties: je vindt ze terug in het ‘Whitepaper IoT II Weerbaarheid in de praktijk’ van Centrum Informatiebeveili
Data Platforms‘Nederland in cijfers 2022’: antwoord op 36 actuele vragen
Vandaag verschijnt de derde editie van ‘Nederland in cijfers’. Deze publicatie verbeeldt op luchtige wijze verschillende thema’s waar het CBS cijfers over heeft. Op een laagdrempelige en leuke manier
Data PlatformsMining Legal Arguments in Court Decisions
Identifying, classifying, and analyzing arguments in legal discourse has been a prominent area of research since the inception of the argument mining field. However, there has been a major discrepancy
Data PlatformsLaMDA: our breakthrough conversation technology
We’ve always had a soft spot for language at Google. Early on, we set out to translate the web. More recently, we’ve invented machine learning techniques that help us better grasp the intent of
Data PlatformsA Better Way to Put Your Data to Work
Most companies struggle to capture the enormous potential of their data. Typically, they launch massive programs that try to meet the needs of every data end user or have individual application-develo
Data PlatformsKubernetes Troubleshooting – Nubenetes
A curated list of awesome IT projects and resources. Inspired by the awesome list. — Lees op nubenetes.com/kubernetes-troubleshooting/
Data PlatformsMinimum Viable Secure Product – Controls
Minimum Viable Secure Product is a minimalistic security checklist for B2B software and business process outsourcing suppliers. — Lees op mvsp.dev/mvsp.en/index.html
Data PlatformsMinimum Viable Secure Product
Minimum Viable Secure Product – A minimum security baseline for enterprise-ready products and services. — Lees op mvsp.dev/
Data PlatformsUnified data preparation and model training with Amazon SageMaker Data Wrangler and Amazon SageMaker Autopilot | AWS Machine Learning Blog
Unified data preparation and model training with Amazon SageMaker Data Wrangler and Amazon SageMaker Autopilot | AWS Machine Learning Blog — Lees op aws.amazon.com/blogs/machine-learning/unified-data-
Data PlatformsSDD 2019 keynote session – “Flow: the worst software development approach in history” – Sander Hoogendoorn & Kim van Wilgen on Vimeo
The slides for this session are available here: https://sddconf.com/brands/sdd/library/Sander_Kim_SDD_2019_keynote_Flow.pdf Check out the SDD website for info… — Lees op vimeo.com/339945098
Data PlatformsTracking Progress in Natural Language Processing | NLP-progress
Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks. — Lees op nlpprogress.com/
Data Platforms18. Appendix: Mathematics for Deep Learning — Dive into Deep Learning 0.17.5 documentation
Appendix: Mathematics for Deep Learning — Dive into Deep Learning 0.17.5 documentation — Lees op d2l.ai/chapter_appendix-mathematics-for-deep-learning/index.html
Data PlatformsMicrosoft 365 App for Splunk | Splunkbase
Microsoft 365 App for Splunk | Splunkbase — Lees op splunkbase.splunk.com/app/3786/
Data PlatformsA Complete Machine Learning Project From Scratch: Setting Up – Mihail Eric
In this first post in a series on how to build a complete machine learning product from scratch, I describe how to setup your project and tooling. — Lees op www.mihaileric.com/posts/setting-up-a-machi
Data PlatformsImpact Assessment Mensenrechten en Algoritmes | Rapport | Rijksoverheid.nl
Met het Impact Assessment voor Mensenrechten bij de inzet van Algoritmes (IAMA) kan een afgewogen discussie gevoerd worden tussen de relevante partijen bij de afweging om wel of niet een algoritm
Data PlatformsOnderzoek toepasbaarheid (TIBER-NL) testen binnen Rijksoverheid en plan van aanpak.
Onderzoek naar de vraag of en welke onderdelen van de TIBER-aanpak geschikt zijn voor toepassing binnen de rijksoverheid. TIBER staat voor Threat Intelligence Based Ethical Red-teaming. Het is een man
Data PlatformsThe Kubernetes Effect
To successfully design for, implement, and run applications on Kubernetes requires knowledge of primitives, and awareness of design principles and practices. This article provides an overview. — Lees
Data PlatformsDrive digital transformation in business – Think with Google
Google’s Official Digital Marketing Publication. Discover BCG’s research on how companies can drive digital transformation to become business leaders. — Lees op www.thinkwithgoogle.com/intl/en-gb/futu
Data PlatformsOne hacker way Erik Meijer
youtube.com/watch
Data PlatformsOsi model
gist.github.com/CMCDragonkai/14a21fc387b8ea6f585c882d0d0d9334
Data PlatformsDeep Dive on Persistence, Privilege Escalation Technique and Detection in Linux Platform | Splunk
Deep dive with the Splunk Threat Research Team on Linux Privilege Escalation and Linux Persistence Techniques. — Lees op www.splunk.com/en_us/blog/security/deep-dive-on-persistence-privilege-escalatio
Data PlatformsAn Explainable AI Toolkit for Responsible Evaluation of Neural Network Explanations
The evaluation of explanation methods is a research topic that has not yet been explored deeply, however, since explainability is supposed to strengthen trust in artificial intelligence, it is necessa
Data PlatformsD3FEND Matrix | MITRE D3FEND™
D3FEND Matrix | MITRE D3FEND™ — Lees op d3fend.mitre.org/
Data PlatformsData extractie uit Air Gapped omgevingen.
Niets is onhackbaar, maar als je de ethernetkabel uit je computer trekt kom je toch een heel eind, zou je denken. In Guri’s onderzoeken komt zowel de manipulerende malware aan bod als de exfiltr
Data PlatformsLANTENNA: Exfiltrating Data from Air-Gapped Networks via Ethernet Cables
Air-gapped networks are wired with Ethernet cables since wireless connections are strictly prohibited. In this paper we present LANTENNA – a new type of electromagnetic attack allowing adversari
Data PlatformsDe delegated act onder de Radio Equipment Directive EUR-Lex – 32022R0030.
Europese cybersecurityeisen aan verbonden apparaten zijn een feit! De delegated act onder de Radio Equipment Directive is officieel gepubliceerd. Vanaf 1 augustus 2024 moeten verbonden apparaten die o
Data PlatformsDeep Learning Interviews: Hundreds of fully solved job interview questions from a wide range of key topics in AI.
The second edition of Deep Learning Interviews is home to hundreds of fully-solved problems, from a wide range of key topics in AI. It is designed to both rehearse interview or exam specific topics an
Data PlatformsProject Zero: A deep dive into an NSO zero-click iMessage exploit: Remote Code Execution
the — Lees op googleprojectzero.blogspot.com/2021/12/a-deep-dive-into-nso-zero-click.html
Data PlatformsSplunk Use Cases
Splunk Use Cases — Lees op 0xcybery.github.io/blog/Splunk+Use+Cases
Data PlatformsTips for a Successful OpenTelemetry Deployment.
With OpenTelemetry top of mind for many, learn how you can rapidly and confidently carry out your OpenTelemetry deployment. — Lees op www.splunk.com/en_us/blog/devops/tips-for-a-successful-opentelemet
Data PlatformsWhat is a SOC Framework, Elements, Functions & Benefits
Security Operation Centre is always the heart of the organization in cybersecurity. When other groups mainly focus on the architecture and strategy, SOC Framework works as rubber meets to implement th
Data PlatformsAll SOAR Apps are Open Source!
Last time we simply moved apps that were already open-sourced from one GitHub org to another. This time, we’re taking apps that were previously only available in-house to everybody. From now on,
Data PlatformsBugs in our Pockets: The Risks of Client-Side Scanning
Our increasing reliance on digital technology for personal, economic, and government affairs has made it essential to secure the communications and devices of private citizens, businesses, and governm
Data PlatformsAnalyzing a watering hole campaign using macOS exploits
To protect our users, TAG routinely hunts for 0-day vulnerabilities exploited in-the-wild. In late August 2021, TAG discovered watering hole attacks targeting visitors to Hong Kong websites for a medi
Data PlatformsKunstmatige intelligentie gaat ons leven fundamenteel veranderen.
Kunstmatige intelligentie (AI) gaat ons leven fundamenteel veranderen. AI wordt gebruikt in uiteenlopende toepassingen: van gezichtsherkenning tot vertaalapps, van medische diagnoses tot anticiperen o
Data PlatformsSOAR Apps Are Moving – Splunk Community
Today, many SOAR apps live on GitHub in a monorepo. This has helped many users explore the apps’ internal code, understand how they work, and even make contributions. But this repo didn’t
Data PlatformsAI-investeringen renderen fors in de Amsterdamse regio – Universiteit van Amsterdam
Elke euro die binnen de Amsterdamse regio in R&D voor Artificiële intelligentie (AI) wordt geïnvesteerd kan op de lange termijn tot meer dan vijf euro aan extra economische welvaart opleveren. Dit
Data PlatformsNCTV-wetsvoorstel lijkt vrijbrief en maakt controle moeilijk | Autoriteit Persoonsgegevens
Het wetsvoorstel om de Nationaal Coördinator Terrorismebestrijding en Veiligheid (NCTV) ruimere bevoegdheden te geven om informatie over burgers te verzamelen is niet goed en moet flink gewijzigd word
Data PlatformsVolatility 3 CheatSheet – onfvpBlog [Ashley Pearson]
Volatility 3 CheatSheet – onfvpBlog [Ashley Pearson] — Lees op blog.onfvp.com/post/volatility-cheatsheet/
Data PlatformsImpact story: Nieuwbouwmonitor | Data overheid
— Lees op data.overheid.nl/actueel/impact-story/impact-story-nieuwbouwmonitor
Data PlatformsTorBot – Open Source Intelligence Tool for the Dark Web
TorBot is an open source intelligence tool developed in python. The main objective of this project is to collect open data from the deep web… — Lees op hakin9.org/torbot-open-source-intelligence
Data PlatformsFranken-phish: TodayZoo built from other phishing kits.
A phishing kit built using pieces of code copied from other kits, some available for sale through publicly accessible scam sellers or are reused and repackaged by other kit resellers, provides rich in
Data PlatformsAzure Sentinel Threat Intelligence Workbook
Customers exploring threat intelligence indicators in their cloud workloads today face challenges understanding, aggregating, and actioning data across multiple sources. Threat intelligence is an adva
Data PlatformsAanpak cybercriminaliteit vraagt om een bredere discussie over omgang met informatie | Nieuwsbericht | WODC – Wetenschappelijk Onderzoek- en Documentatiecentrum
Aanpak cybercriminaliteit vraagt om een bredere discussie over omgang met informatie | Nieuwsbericht | WODC – Wetenschappelijk Onderzoek- en Documentatiecentrum — Lees op www.wodc.nl/actueel/nie
Data PlatformsHandreiking Red teaming in de praktijk – Digitale Overheid
Handreiking Red teaming in de praktijk – Digitale Overheid — Lees op www.digitaleoverheid.nl/document/red-teaming-in-de-praktijk/
Data PlatformsDrawing a Dragon: Connecting the Dots to Find APT41
APT41 is a prolific Chinese state-sponsored cyberthreat group that has conducted malware campaigns related to espionage and financially motivated criminal activity dating as far back as 2012. This thr
Data PlatformsAIVD-publicatie Verdedigbaar Netwerk – Hoe doe je dat? | Publicatie
Deze NBV-cybersecurityaanpak helpt ICT-beveiligers om zelf keuzes te maken voor het beveiligen van de organisatie en deze te onderbouwen. — Lees op www.aivd.nl/documenten/publicaties/2021/10/05/aivd-p
Data PlatformsSplunk to Sentinel Migration – Part I – ACS Blogs
Splunk to Sentinel Migration – Part I – ACS Blogs — Lees op blogs.architectingconnectedsystems.com/2021/08/11/splunk-to-sentinel-migration/
Data PlatformsAI & algoritmes | Autoriteit Persoonsgegevens
AI & algoritmes | Autoriteit Persoonsgegevens — Lees op autoriteitpersoonsgegevens.nl/nl/onderwerpen/internet-telefoon-tv-en-post/ai-algoritmes
Data PlatformsDeepMind’s AI predicts almost exactly when and where it’s going to rain | MIT Technology Review
DeepMind’s AI predicts almost exactly when and where it’s going to rain | MIT Technology Review — Lees op archive.is/KRWxH
Data PlatformsMicrosoft Customer Story-Microsoft soars ahead, gaining an 18-fold performance increase with Azure Sentinel
Microsoft customer stories. See how Microsoft tools help companies run their business. — Lees op customers.microsoft.com/en-us/
Data PlatformsMLOps (Machine Learning Operations) Fundamentals | Qwiklabs
This course introduces participants to MLOps tools and best practices for deploying, evaluating, monitoring and operating production ML systems on Google Cloud. MLOps is a discipline focused on the de
Data PlatformsZero-shot learning abilities of language models.
This paper explores a simple method for improving the zero-shot learning abilities of language models. We show that instruction tuning—finetuning language models on a collection of tasks described via
Data PlatformsWhat do data-driven companies have in common? Research reveals five key trends
Research-backed trends reveal what’s needed to be data-driven helping organizations understand how to use data better. — Lees op www.tableau.com/about/blog/2021/7/what-do-data-driven-companies-have-co
Data PlatformsIntroduction to Deep Learning
I am an Assistant Professor of Statistics at the University of Wisconsin-Madison focusing on deep learning and machine learning research. Among others, I am also contributor to open source software an
Data PlatformsGPT-Neo | EleutherAI
A grassroots collective of researchers working to open source AI research. — Lees op eleuther.ai/projects/gpt-neo/
Data PlatformsIntrinsic Dimensionality Explains the Effectiveness of Language Model Fine-Tuning
Although pretrained language models can be fine-tuned to produce state-of-the-art results for a very wide range of language understanding tasks, the dynamics of this process are not well understood, e
Data PlatformsExplaining Deep Neural Networks
Deep neural networks are becoming more and more popular due to their revolutionary success in diverse areas, such as computer vision, natural language processing, and speech recognition. However, the
Data PlatformsDiagrams · Diagram as Code
Diagram as Code — Lees op diagrams.mingrammer.com/
Data PlatformsForecasting: Principles and Practice (3rd ed)
3rd edition — Lees op otexts.com/fpp3/
Data PlatformsDeep Learning Through the Lens of Example Difficulty
Existing work on understanding deep learning often employs measures that compress all data-dependent information into a few numbers. In this work, we adopt a perspective based on the role of individua
Data PlatformsCS 230 – Deep Learning Tips and Tricks Cheatsheet
Teaching page of Shervine Amidi, Graduate Student at Stanford University. — Lees op stanford.edu/~shervine/
Data PlatformsMITRE D3FEND™
D3FEND is a knowledge base, but more specifically a knowledge graph, of cybersecurity countermeasure techniques. In the simplest sense, it is a catalog of defensive cybersecurity techniques and their
Data PlatformsProgramming Puzzles
We introduce a new type of programming challenge called programming puzzles, as an objective and comprehensive evaluation of program synthesis, and release an open-source dataset of Python Programming
Data PlatformsWhat ethics should AI need to consider in autonomous decisions?
Result What ethics should AI need to consider in autonomous decisions. The question of whether artificial intelligence should be an autonomous agent (the autonomous vehicle is a popular and oft-discus
Data PlatformsCan an AI controlled machine be accountable?
RESULT Can an AI controlled machine be accountable? Let’s start with a simple question: How many Supreme Court justices does a machine need to take up the job of Justice of the Supreme Court of
Data PlatformsPerformance Tuning in Microservices – DZone Microservices
In this blog, I will list out the performance recommendations for developers of microservices: Reduce memory footprint of a microservice: Microservices footprint and business logic should be small. Th
Data PlatformsWhat are the biggest benefits of AI and ML use in business?
What are the biggest benefits of AI and ML use in business? First and foremost, the cost savings through automation. Additionally, the enhanced level of customer service provided by the use of AI and
Data PlatformsWill AI replace all humans?
Result https://6b.eleuther.ai/ will AI replace all humans? The debate over whether computers and robots will replace all humans is not new; it dates back hundreds of years to the debates between Thoma
Data PlatformsEleutherAI – text generation testing UI
EleutherAI web app testing for language models — Lees op 6b.eleuther.ai/
Data PlatformsTransformer models – Hugging Face Course
We’re on a journey to advance and democratize artificial intelligence through open source and open science. — Lees op huggingface.co/course/chapter1
Data PlatformsWhat Google’s AI-designed chip tells us about the nature of intelligence – TechTalks
Google’s scientists developed a reinforcement learning system that can design floorplans for AI chips. The achievement shows proves how humans and AI can collaborate together. — Lees op bdtechta
Data PlatformsThe FLORES-101 Evaluation Benchmark for Low-Resource and Multilingual Machine Translation
One of the biggest challenges hindering progress in low-resource and multilingual machine translation is the lack of good evaluation benchmarks. Current evaluation benchmarks either lack good coverage
Data PlatformsA Consciousness-Inspired Planning Agent for Model-Based Reinforcement Learning
We present an end-to-end, model-based deep reinforcement learning agent which dynamically attends to relevant parts of its state, in order to plan and to generalize better out-of-distribution. The age
Data PlatformsBottom-Up and Top-Down Neural Processing Systems Design: Neuromorphic Intelligence as the Convergence of Natural and Artificial Intelligence
While Moore’s law has driven exponential computing power expectations, its nearing end calls for new avenues for improving the overall system performance. One of these avenues is the exploration
Data PlatformsDetect anomalies in real time forex data with ML
Detect anomalies in real time forex data with ML — Lees op cloudblog-withgoogle-com.cdn.ampproject.org/c/s/cloudblog.withgoogle.com/topics/financial-services/detect-anomalies-in-real-time-forex-data-w
Data PlatformsSpeechBrain: A General-Purpose Speech Toolkit
SpeechBrain is an open-source and all-in-one speech toolkit. It is designed to facilitate the research and development of neural speech processing technologies by being simple, flexible, user-friendly
Data PlatformsECP – Richting geven aan digitale transitie 3105201
This is “ECP – Richting geven aan digitale transitie 3105201” by Crowdale.com on Vimeo, the home for high quality videos and the people who love them. — Lees op vimeo.com/557116619/4
Data PlatformsFrom conversation to code: Microsoft introduces its first product features powered by GPT-3 – The AI Blog
From conversation to code: Microsoft introduces its first product features powered by GPT-3 – The AI Blog — Lees op blogs.microsoft.com/ai/from-conversation-to-code-microsoft-introduces-its-firs
Data Platforms75 FREE Data Science Courses on Udemy You Need to Know in 2021
Are you looking for FREE Data Science Courses on Udemy?… If yes, then check out these 75 FREE Data Science Courses on Udemy and start… — Lees op www.mltut.com/free-data-science-courses-on-
Data PlatformsByT5: Towards a token-free future with pre-trained byte-to-byte models
Most widely-used pre-trained language models operate on sequences of tokens corresponding to word or subword units. Encoding text as a sequence of tokens requires a tokenizer, which is typically creat
Data PlatformsDeep physical neural networks enabled by a backpropagation algorithm for arbitrary physical systems
Deep neural networks have become a pervasive tool in science and engineering. However, modern deep neural networks’ growing energy requirements now increasingly limit their scaling and broader u
Data PlatformsEducation – Google AI
Learn with Google AI. Whether you’re just learning to code or you’re a seasoned machine learning practitioner, you’ll find information and exercises in this resource center to help y
Data PlatformsArXiv Miner
What is ArXiv-Miner arxiv-miner is a quick handy library that helps power Sci-Genie. Sci-Genie is a search engine for quickly searching through full text of papers on CS ArXiv. arxiv-miner helps extra
Data PlatformsChinese AI lab challenges Google, OpenAI with a model of 1.75 trillion parameters- PingWest
In the race to build the underlying technologies that can power the next wave of AI revolution, a Chinese lab just toppled OpenAI, the venerated US-based research lab, in terms of who can train a giga
Data PlatformsFacebook demonstrates code sequences autocompletion prediction.
Software language models have achieved promising results predicting code completion usages, and several industry studies have described successful IDE integrations. Recently, accuracy in autocompletio
Data PlatformsSentiment Analysis, SVM, Sarcasm.
The sentiment is an attitude or opinion that is expressed, it is not based on laws and philosophy. Sentiment analysis is the mining of opinion or sentiment expressed in text as positive, negative or n
Data PlatformsZeRO-Infinity: Breaking the GPU Memory Wall for Extreme Scale Deep Learning.
In the last three years, the largest dense deep learning models have grown over 1000x to reach hundreds of billions of parameters, while the GPU memory has only grown by 5x (16 GB to 80 GB). Therefore
Data PlatformsGeometric Deep Learning: Grids, Groups, Graphs, Geodesics, and Gauges
The last decade has witnessed an experimental revolution in data science and machine learning, epitomised by deep learning methods. Indeed, many high-dimensional learning tasks previously thought to b
Data PlatformsInhuurkaart – het meest complete overzicht van marktplaatsen en mantels!
Als freelancer op zoek naar nieuwe opdrachtgevers? Wij maken de markt transparant! Zoek in het meest complete overzicht van marktplaatsen en raamcontracten! — Lees op inhuurkaart.nl/
Data PlatformsOptimize your ML model quality with Vertex Vizier
Optimize your ML model quality with Vertex Vizier — Lees op cloudblog-withgoogle-com.cdn.ampproject.org/c/s/cloudblog.withgoogle.com/products/ai-machine-learning/optimize-your-ml-model-quality-with-ve
Data PlatformsIntroduction | Text classification guide | Google Developers
Provides two examples of topic classification, categorizing a text document into one of a predefined set of topics. — Lees op developers.google.com/machine-learning/guides/text-classification
Data PlatformsGreykite: A flexible, intuitive, and fast forecasting library | LinkedIn Engineering
Its main forecasting algorithm, called Silverkite, is fast, accurate, and intuitive, making it suitable for interactive and automated forecasting at scale. We will start by describing a few applicatio
Data PlatformsPapers – labml.ai
Check machine learning papers — Lees op papers.labml.ai/papers/monthly
Data PlatformsSentenceTransformers Documentation.
SentenceTransformers is a Python framework for state-of-the-art sentence, text and image embeddings. The initial work is described in our paper Sentence-BERT: Sentence Embeddings using Siamese BERT-Ne
Data PlatformsBerkeley Crossword Solver
Berkeley Crossword Solver — Lees op nlp.cs.berkeley.edu/projects/crosswords/index.html
Data PlatformsDeepDebug: Fixing Python Bugs Using Stack Traces, Backtranslation, and Code Skeletons.
The joint task of bug localization and program repair is an integral part of the software development process. In this work we present DeepDebug, an approach to automated debugging using large, pretra
Data PlatformsDocument AI with Anu Srivastava and Sudheera Vanguri
This week on the show, our guests Anu Srivastava and Sudheera Vanguri talk about Document AI with hosts Stephanie Wong and Dale Markowitz. — Lees op gcppodcast.com/post/episode-259-documentai-with-anu
Data PlatformsHow F1 pivoted the fan experience to digital – Think with Google
As the pandemic forced events online, learn how F1 pivoted to livestreaming its first race on YouTube and reshaped their fan experience for a digital world. — Lees op www.thinkwithgoogle.com/intl/en-g
Data PlatformsKELM: Integrating Knowledge Graphs with Language Model Pre-training Corpora
Google AI Blog: KELM: Integrating Knowledge Graphs with Language Model Pre-training Corpora — Lees op ai.googleblog.com/2021/05/kelm-integrating-knowledge-graphs-with.html
Data PlatformsMeasuring Coding Challenge Competence With APPS
While programming is one of the most broadly applicable skills in modern society, modern machine learning models still cannot code solutions to basic problems. It can be difficult to accurately assess
Data PlatformsThe Super Duper NLP Repo
The Super Duper NLP Repo — Lees op notebooks.quantumstat.com/
Data PlatformsImproving Code Autocompletion with Transfer Learning
Software language models have achieved promising results predicting code completion usages, and several industry studies have described successful IDE integrations. Recently, accuracy in autocompletio
Data PlatformsMUM: A new AI milestone for understanding information
Our latest AI milestone, Multitask Unified Model, has the potential to take Google’s information understanding to a new level. — Lees op blog.google/products/search/introducing-mum/
Data PlatformsProduction-Ready Machine Learning NLP API for Classification with FastAPI and Transformers
The first version of FastAPI has been released by the end of 2018 and it’s been increasingly used in many applications in production since then. That’s what we are using behind the hood at
Data PlatformsOutlier LayerNorm Dimensions that Disrupt BERT
Multiple studies have shown that BERT is remarkably robust to pruning, yet few if any of its components retain high importance across downstream tasks. Contrary to this received wisdom, we demonstrate
Data PlatformsMixing Tokens with Fourier Transforms
We show that Transformer encoder architectures can be massively sped up, with limited accuracy costs, by replacing the self-attention sublayers with simple linear transformations that “mix”
Data PlatformsLeveraging BERT for Extractive Text Summarization on Lectures (Research Paper Walkthrough) – YouTube
Automatic summarization is the process of shortening a set of data computationally, to create a subset that represents the most important or relevant information within the original content. Extractiv
Data PlatformsPaper Notes #4 – BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding | Shreyansh Singh
Paper: BERT – Pre-training of Deep Bidirectional Transformers for Language Understanding Link: https://bit.ly/3bdTUra Authors: Jacob Devlin, Ming-Wei Chang, Kenton Lee, Kristina Toutanova Code:
Data PlatformsA Comparison of Question Answering Models | Paperspace Blog
This article covers a deeper level understanding of Question Answering models in NLP, the datasets commonly used, and how to choose a pre-trained model by considering various factors like the document
Data PlatformsSelf-supervised representation learning
Self-supervised representation learning has achieved re- markable success in recent years. By subverting the need for supervised labels, such approaches are able to utilize the numerous unlabeled imag
Data PlatformsData Sharing Coalition
The Data Sharing Coalition is an open and growing, international initiative in which a large variety of organisations collaborate to unlock the value of cross-Domain Data Sharing. The Data Sharing Coa
Data PlatformsHow Splunk Is Parsing Machine Logs With Machine Learning On NVIDIA’s Triton and Morpheus | Splunk
A global workforce, combined with the growing need for data, is driving an increasingly distributed and complex attack surface that needs to be protected. Sophisticated cyberattacks can easily hide in
Data PlatformsBekostiging van politie, OM en rechtspraak onderzocht | Nieuwsbericht | WODC – Wetenschappelijk Onderzoek- en Documentatiecentrum
De budgetten voor de politie, het Openbaar Ministerie en de rechtspraak veranderden in korte tijd regelmatig. Er ontstaan problemen door een opeenvolging van bezuinigingen en intensiveringen en door h
Data PlatformsDigitale Agenda Overheid
De doelstelling van deze agenda is om in samenwerking het delen, combineren en de analyse van data te bevorderen. Daarbij moet nauwlettend gehoor worden gegeven aan de juridische kaders om dit te moge
Data PlatformsRaad voor Rechtsbijstand
Steeds meer informatie wordt gevat in (digitale) data. Data spelen een steeds belangrijkere rol bij besluitvorming en informatievoorziening. Ook in de directe omgeving van de Raad brengen de stelselhe
Data PlatformsELLORA: Enabling Low Resource Languages – Microsoft Research
ELLORA: Enabling Low Resource Languages – Microsoft Research The main goal of ELLORA is to impact underserved communities through enabling language technology by creating economic opportunities,
Data PlatformsDisfluency detection models.
Disfluency detection models now approach high accuracy on English text. However, little exploration has been done in im- proving the size and inference time of the model. At the same time, automatic s
Data PlatformsHow to Use Teachable NLP.
What is Teachable NLP? Teachable NLP is a free service that you can easily train GPT-2 Model and make your own AI services. All you need to do is preparing your own text data. Teachable NLP will do th
Data PlatformsMicrosoft & Peking U Researchers Identify ‘Knowledge Neurons’ in Pretrained Transformers, Enabling Fact Editing | Synced
Large-scale pretrained transformers learn from corpuses containing oceans of factual knowledge, and are surprisingly good at recalling this knowledge without any fine-tuning. In a new paper, a team fr
Data PlatformsThe NLP Index
Top NLP Code Repositories – Quantum Stat — Lees op index.quantumstat.com/
Data PlatformsStylegan image manipulatief
Inspired by the ability of StyleGAN to generate highly realistic images in a variety of domains, much recent work has focused on understanding how to use the latent spaces of StyleGAN to manipulate ge
Data PlatformsWorld Economic Outlook Database, April 2021
The World Economic Outlook (WEO) database contains selected macroeconomic data series from the statistical appendix of the World Economic Outlook report, which presents the IMF staff’s analysis
Data PlatformsDeep Learning Part I Certificate | USF University of San Francisco
You’ll learn the latest cutting-edge deep learning techniques in a practical, “top down” way, and train your own world-class models right from the first lesson. By the end of the cou
Data PlatformsNvidia Cuda tutorial
This is an adapted version of one delivered internally at NVIDIA – its primary audience is those who are familiar with CUDA C/C++ programming, but perhaps less so with Python and its ecosystem.
Data PlatformsPredicting Hard Drive Failure with Machine Learning – Datto Engineering Blog
Predicting Hard Drive Failure with Machine Learning — Lees op datto.engineering/post/predicting-hard-drive-failure-with-machine-learning
Data PlatformsDropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning
Deep learning tools have gained tremendous attention in applied machine learning. However such tools for regression and classification do not capture model uncertainty. In comparison, Bayesian models
Data PlatformsHow data analytics and intelligent solutions will help businesses post-pandemic
A recent Google-commissioned study by IDG highlighted the role of data analytics and intelligent solutions when it comes to helping businesses separate from their competition. The survey of 2,000 IT l
Data PlatformsHow Transformers work in deep learning and NLP: an intuitive introduction | AI Summer
An intuitive understanding on Transformers and how they are used in Machine Translation. After analyzing all subcomponents one by one such as self-attention and positional encodings , we explain the p
Data PlatformsThe NLP Cookbook: Modern Recipes for Transformer based Deep Learning Architectures
In recent years, Natural Language Processing (NLP) models have achieved phenomenal success in linguistic and semantic tasks like text classification, machine translation, cognitive dialogue systems, i
Data PlatformsVariational Bayesian dropout: pitfalls and fixes
Dropout, a stochastic regularisation technique for training of neural networks, has recently been reinterpreted as a specific type of approximate inference algorithm for Bayesian neural networks — Lee
Data PlatformsVariational Gaussian Dropout is not Bayesian
Gaussian multiplicative noise is commonly used as a stochastic regularisation technique in training of deterministic neural networks. A recent paper reinterpreted the technique as a specific algorithm
Data PlatformsConfiguring Splunk HTTP Event Collector for performance
LESSON LEARNED By running those tests we have learned: Splunk is very configurable. And some default configurations might not work in all environments. Always test higher loads on your environments, t
Data PlatformsOpenClass – Find free mastery-based natural language processing (NLP) assignments to use in your classes!
Mastery-based assignments to reinforce learning. Crowdsource and share assignments with educators around the world. — Lees op openclass.ai/catalog/nlp
Data Platforms1 op 5 werknemers kwam in 2020 (vrijwel) niemand tegen tijdens het werk
Eind 2020 gaf 22 procent van alle werknemers aan tijdens het werk hooguit één keer per dag een werkgerelateerde persoonlijke ontmoeting te hebben. In 2018 was dat nog 10 procent. De mate van telefonis
Data PlatformsResearchers From NVIDIA, Stanford University and Microsoft Research Propose Efficient Trillion-Parameter Language Model Training on GPU Clusters | MarkTechPost
Researchers From NVIDIA, Stanford University and Microsoft Research Propose Efficient Trillion-Parameter Language Model Training on GPU Clusters. — Lees op www.marktechpost.com/2021/04/19/researchers-
Data PlatformsZeRO-Infinity and DeepSpeed: Unlocking unprecedented model scale for deep learning training – Microsoft Research
ZeRO-Infinity and DeepSpeed: Unlocking unprecedented model scale for deep learning training – Microsoft Research — Lees op www.microsoft.com/en-us/research/blog/zero-infinity-and-deepspeed-unloc
Data PlatformsMachine Learning with ML.NET – NLP with BERT
In this article, we explore one of the most powerful NLP algorithms – BERT. We explain the BERT paper, how it functions and use it with ML.NET. — Lees op rubikscode.net/2021/04/19/machine-learni
Data PlatformsUsing GPT-3 for plain language incident root cause from logs | Zebrium
Read about how Zebrium is using OpenAI GPT-3 to achieve some amazing results with plain language incident root cause reports from logs. — Lees op www.zebrium.com/blog/using-gpt-3-with-zebrium-for-plai
Data Platforms[2104.06644] Masked Language Modeling and the Distributional Hypothesis: Order Word Matters Pre-training for Little
A possible explanation for the impressive performance of masked language model (MLM) pre-training is that such models have learned to represent the syntactic structures prevalent in classical NLP pipe
Data PlatformsMIT scientists study spider web structure by translating it into music | Ars Technica
We may one day be able to communicate with spiders in “language” of web vibrations. — Lees op arstechnica.com/science/2021/04/mit-scientists-study-spider-web-structure-by-translating-it-in
Data Platforms10 Best Courses on Statistics for Data Science to Master Statistics [2021]
Are you looking for the Best Courses on Statistics for Data Science? If yes, then check out these 10 Best Courses on Statistics for data… — Lees op www.mltut.com/best-course-on-statistics-for-da
Data PlatformsBERT: Pre-training of Deep Bidirectional Transformers for Language Understanding – Crossminds
BERT is the first deeply bidirectional, unsupervised language representation model, pre-trained using only a plain text corpus. It has been widely used on various natural language processing tasks. Th
Data PlatformsDashboards GA: Introducing Splunk Dashboard Studio | Splunk
The Splunk Dashboards app (beta) functionality is now generally available as Splunk Dashboard Studio! This GA release also comes packed with new features, including an enhanced UI for Single Values, T
Data PlatformsMachine Learning Datasets | Papers With Code
3447 datasets • 44250 papers with code. — Lees op paperswithcode.com/datasets
Data PlatformsNVIDIA Announces Technology For Training Giant Artificial Intelligence Models
Senior Analyst AI and Quantum Computing Paul Smith-Goodson discusses NVIDIA GTC, the premier annual conference for developers, scientists, and businesses interested in machine learning or AI. He dives
Data PlatformsStop typing PowerShell credentials for demos using PowerShell SecretManagement
We all sometimes create presentations. Often, we need to use credentials to login to systems for example PowerShell when delivering demos. — Lees op techcommunity.microsoft.com/t5/itops-talk-blog/stop
Data Platforms[1906.04341] What Does BERT Look At? An Analysis of BERT’s Attention
[1906.04341] What Does BERT Look At? An Analysis of BERT’s Attention — Lees op arxiv.org/abs/1906.04341
Data PlatformsDeconstructing BERT: Distilling 6 Patterns from 100 Million Parameters | by Jesse Vig | Towards Data Science
The year 2018 marked a turning point for the field of Natural Language Processing, with a series of deep-learning models achieving state-of-the-art results on NLP tasks ranging from question… — Lees o
Data PlatformsCreativity in business transformation – Think with Google
The marketing and advertising mindset has shifted. Discover how creative business transformation is key for growth in a world faced with digital disruption. — Lees op www.thinkwithgoogle.com/intl/en-g
Data PlatformsSplunk > Clara-fication: Dashboarding Best Practices | Splunk
So you want to build a better dashboard, do you? Well good, you’ve come to the right place! Learn the do’s and don’ts of optimizing dashboard naming standards, layouts and more. — Lees op
Data PlatformsThe Foundations of AI Are Riddled With Errors | WIRED
The labels attached to images used to train machine-vision systems are often wrong. That could mean bad decisions by self-driving cars and medical algorithms. — Lees op www.wired.com/story/foundations
Data PlatformsTweet Scraping using Twint and Sentiment Analysis using Hugging Face Transformers #python #NLProc – YouTube
Tweet Scraping using Twint and Sentiment Analysis using Hugging Face Transformers #python #NLProc In this video I explain about scraping tweets using Twint … — Lees op m.youtube.com/watch
Data PlatformsGetting Started with OpenTelemetry Python v1.0.0 | Splunk
Since the OpenTelemetry Tracing Specification reached 1.0.0 — guaranteeing long-term stability for the tracing portion of the OpenTelemetry clients, the community has been busy working to get the SDKs
Data PlatformsInterpretable Machine Learning
Interpretable machine learning Summary Preface by the Author 1 Introduction 1.1 Story Time 1.2 What Is Machine Learning? 1.3 Terminology 2 Interpretability 2.1 Importance of Interpretability 2.2 Taxon
Data PlatformsThe k-Nearest Neighbors (kNN) Algorithm in Python – Real Python
In this tutorial, you’ll learn all about the k-Nearest Neighbors (kNN) algorithm in Python, including how to implement kNN from scratch, kNN hyperparameter tuning, and improving kNN performance
Data PlatformsAttention Mechanisms With Keras | Paperspace Blog
This tutorial covers what attention mechanisms are, different types of attention mechanisms, and how to implement an attention mechanism with Keras. — Lees op blog.paperspace.com/seq-to-seq-attention-
Data PlatformsChief Data Officer (CDO): aanjager van de datagedreven organisatie? · LED
De rol van Chief Data Officer (CDO) is relatief nieuw en nog niet breed geaccepteerd of ingevuld in overheidsorganisaties. Reden voor het ministerie van Binnenlandse Zaken en Koninkrijksrelaties (BZK)
Data PlatformsCommunicating artificial neural networks develop efficient color-naming systems | PNAS
Communicating artificial neural networks develop efficient color-naming systems | PNAS — Lees op www.pnas.org/content/118/12/e2016569118
Data Platforms8 Tips For Using Python Logging. The 8 most powerful tips for using… | by codeforests | Mar, 2021 | Python in Plain English
Python Logging is a built-in module typically used for capturing runtime events for diagnostic purposes. If you are using Python to build a tool for yourself or just for proof of concept, you may not…
Data PlatformsLecture Videos | Statistics for Applications | Mathematics | MIT OpenCourseWare
Lecture Videos | Statistics for Applications | Mathematics | MIT OpenCourseWare — Lees op ocw.mit.edu/courses/mathematics/18-650-statistics-for-applications-fall-2016/lecture-videos/
Data Platforms5 Types of Machine Learning Algorithms (With Use Cases) | STATWORX
We frequently encounter Machine Learning algorithms, from Google Translator to Snapchat filters. In this article, we present to you the five branches of Machine Learning and their key concepts. — Lees
Data PlatformsBest Online Resources to Learn Data Analysis in 2021(Books,YouTube,etc)
Are you looking for Best Online Resources to Learn Data Analysis but unable to find them? If yes, then read this article and find out the… — Lees op www.mltut.com/best-online-resources-to-learn-
Data PlatformsVisualization Tools for Big Data. In this article I will give a quick… | by Javier Ramos | Apr, 2021 | ITNEXT
In my previous article, I barely touched the concept of Visualization Tools. The front-end is a critical part of your data pipeline since it is the visible part of your analytical platform; no matter…
Data PlatformsPartial Differential Equations is All You Need for Generating Neural Architectures – A Theory for Physical Artificial Intelligence Systems | DeepAI
03/10/21 – In this work, we generalize the reaction-diffusion equation in statistical physics, Schrödinger equation in quantum mechanics, He… — Lees op deepai.org/publication/partial-diffe
Data Platforms[2103.03404] Attention is Not All You Need: Pure Attention Loses Rank Doubly Exponentially with Depth
[2103.03404] Attention is Not All You Need: Pure Attention Loses Rank Doubly Exponentially with Depth — Lees op arxiv.org/abs/2103.03404
Data PlatformsModel performance — trankit documentation
Model performance — trankit documentation — Lees op trankit.readthedocs.io/en/latest/performance.html
Data PlatformsRegex Crossword
A crossword puzzle game using regular expressions. Earn achievements completing puzzle challenges. Easy tutorials for people new to regular expressions. — Lees op regexcrossword.com/
Data PlatformsIdentity Management: SAML vs. OAuth2 vs. OpenID Connect | by Jad Karaki | Medium
It all started with organisations needing a way to centralize their authentication systems for better management and security. That’s where Single Sign On (SSO) came in. Single sign-on (SSO) is a… — L
Data PlatformsReintroducing Splunk Dashboards | Splunk
A new, single dashboarding framework for the Splunk portfolio that provides a host of new capabilities out of the box — Lees op www.splunk.com/en_us/blog/platform/reintroducing-splunk-dashboards.html
Data PlatformsThe 50 Best Free Datasets for Machine Learning | Lionbridge AI
What are some open datasets for machine learning? We at Lionbridge have created the ultimate cheat sheet for high-quality datasets. — Lees op lionbridge.ai/datasets/the-50-best-free-datasets-for-machi
Data PlatformsDutch Court System Rules in Favor of Real-Time Data | Splunk
Discover how the Splunk Data-to-Everything Platform helps the Dutch Court System deliver useful insights, more uptime and faster response times to critical events. — Read on www.splunk.com/en_us/custo
Data PlatformsReal world impact from De Rechtspraak | Splunk
We often say customers are our best storytellers at Splunk, and it’s certainly the case with our latest EMEA customer case study in the form of the Dutch court system, De Rechtspraak. Hear more from S
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