QUALC Approach: Quality Assurance in Adult Learning CentersMariarosa Di Nubila
The document summarizes the QUALC project, which aims to develop a quality assurance framework for adult learning organizations in Europe. The key points are:
1. QUALC seeks to define quality standards and provide quality certification for adult learning centers to improve opportunities for lifelong learning.
2. It involves partnerships across 8 European countries and draws on their experiences in quality assurance.
3. The proposed QUALC quality approach is based on principles of continuous quality improvement through sharing of experiences between learners, organizations, and communities.
Software de servidores_de_red.desbloqueadomeinfisch
Este sílabo describe un curso de 2 créditos sobre software de servidores de red. El curso enseñará a instalar y configurar servidores de red como Windows Server, Linux, DNS, DHCP, FTP y correo electrónico. Los estudiantes aprenderán los requisitos mínimos y características de los sistemas operativos de red privados y libres a través de clases teóricas y prácticas.
Este documento describe el uso del integrado L293D para controlar motores de CC. El L293D incluye cuatro circuitos que pueden controlar corriente hasta 600 mA y voltajes entre 4.5V y 36V. Cada par de circuitos forma un puente H que permite control bidireccional de motores. El chip también incluye protección contra sobretensiones y compatibilidad con lógica TTL para controlar los motores.
QUALC Approach: Quality Assurance Network for Adult Learning CentresMariarosa Di Nubila
The document summarizes the QUALC project, which aims to develop a quality assurance framework for adult learning organizations in Europe. The key points are:
1. QUALC seeks to define quality standards and provide quality certification for adult learning centers to improve opportunities for lifelong learning.
2. It involves partnerships across 8 European countries and draws on their experiences in quality assurance.
3. The proposed QUALC quality approach is based on principles of continuous quality improvement through sharing of experiences between learners, organizations, and communities.
A document discusses a farm market coming to campus that will provide fresh, sustainable, and locally produced food from farmers, producers, beekeepers and bakers in an accessible and affordable way. The farm market aims to connect the community through food.
QUALC Approach: Quality Assurance in Adult Learning CentersMariarosa Di Nubila
The document summarizes the QUALC project, which aims to develop a quality assurance framework for adult learning organizations in Europe. The key points are:
1. QUALC seeks to define quality standards and provide quality certification for adult learning centers to improve opportunities for lifelong learning.
2. It involves partnerships across 8 European countries and draws on their experiences in quality assurance.
3. The proposed QUALC quality approach is based on principles of continuous quality improvement through sharing of experiences between learners, organizations, and communities.
Software de servidores_de_red.desbloqueadomeinfisch
Este sílabo describe un curso de 2 créditos sobre software de servidores de red. El curso enseñará a instalar y configurar servidores de red como Windows Server, Linux, DNS, DHCP, FTP y correo electrónico. Los estudiantes aprenderán los requisitos mínimos y características de los sistemas operativos de red privados y libres a través de clases teóricas y prácticas.
Este documento describe el uso del integrado L293D para controlar motores de CC. El L293D incluye cuatro circuitos que pueden controlar corriente hasta 600 mA y voltajes entre 4.5V y 36V. Cada par de circuitos forma un puente H que permite control bidireccional de motores. El chip también incluye protección contra sobretensiones y compatibilidad con lógica TTL para controlar los motores.
QUALC Approach: Quality Assurance Network for Adult Learning CentresMariarosa Di Nubila
The document summarizes the QUALC project, which aims to develop a quality assurance framework for adult learning organizations in Europe. The key points are:
1. QUALC seeks to define quality standards and provide quality certification for adult learning centers to improve opportunities for lifelong learning.
2. It involves partnerships across 8 European countries and draws on their experiences in quality assurance.
3. The proposed QUALC quality approach is based on principles of continuous quality improvement through sharing of experiences between learners, organizations, and communities.
A document discusses a farm market coming to campus that will provide fresh, sustainable, and locally produced food from farmers, producers, beekeepers and bakers in an accessible and affordable way. The farm market aims to connect the community through food.
The document discusses Wilfred Owen and his poetry about World War I. It provides background on Owen, noting he was influenced by his experience in the war to write poetry that changed attitudes towards war. It describes the conditions British soldiers faced, such as being bombarded and the first use of chemical weapons. Mental health issues like shell shock that resulted from trauma are also outlined. The document concludes by listing sources that provide context on Owen and his poetry.
This newsletter provides a summary of events in the European Union over 2009 and looks ahead to issues in 2010. It discusses the ratification of the Lisbon Treaty, the economic challenges facing the EU, and debates around the future of the Common Agricultural Policy and rural development programs post-2013. It also references commemorations of the fall of the Berlin Wall 20 years prior.
The report provides details on the mandate and actions of the Committee of Inquiry investigating the collapse of Equitable Life Assurance Society. The committee was tasked with investigating alleged contraventions or maladministration in the UK's application of EU law, assessing the UK regulatory regime, examining the status of claims and remedies for policyholders, and assessing the European Commission's monitoring. The committee held hearings, collected evidence, and drafted a report with conclusions and recommendations. It aimed to take a European perspective in its analysis to fulfill its mandate.
SMIAFestival of young knowledge: a possible practice to integrate formal, inf...Mariarosa Di Nubila
1) The Festival of Young Knowledge in San Marino aims to integrate formal, informal, and non-formal learning experiences through activities that allow young people and adults to express themselves and share knowledge.
2) It was created in 2007 and is now an independent project that brings together citizens, organizations, and sponsors through cultural events and training.
3) The festival provides opportunities for personal and professional growth by allowing participants to learn from each other's varied experiences.
1. The Board of Governors of the Medical Council of India made decisions on requests to establish new medical colleges or increase seats at existing colleges.
2. Several colleges were approved to admit a certain number of seats, while others were not approved for establishment or increase in seats.
3. The decisions covered 81 medical colleges across multiple states in India.
eGos Project: Innovation for eGovernment- www.egos-cip.eu Mariarosa Di Nubila
The document provides an overview of the eGos pilot project which tested an online guidance system across 5 European countries. It summarizes the training conducted for practitioners [SENTENCE 1]. Quantitative results show over 300 registered users and over 65,000 visits to online content [SENTENCE 2]. Qualitative feedback indicated high motivation from participants and improvement in social and professional knowledge [SENTENCE 3].
Global design,local inspiration speakers guideenyinne
This document provides information for participants of a panel discussion on global design and local African inspiration. The panel will feature designers discussing how they draw inspiration from African culture while designing for global consumers. It outlines the date, time, and online location of the live-streamed panel. Instructions are provided on how to join the discussion through Google Hangouts, including logging into a designated email account and joining the video conference through a link. Tips are also shared on optimizing webcam, lighting, audio and avoiding echoes during the online event.
A document discusses a farm market coming to campus that will provide fresh, sustainable, and locally produced food from farmers, producers, beekeepers and bakers in an accessible and affordable way. The farm market aims to connect the community through food.
O documento discute diferentes tipos de energia, incluindo energias renováveis e não renováveis. Ele explica como usinas hidrelétricas geram energia elétrica a partir da queda d'água e como calcular o consumo mensal de energia. Também aborda a importância da economia de energia e os riscos de apagões.
Este documento discute diversas formas de energia, incluindo suas definições, transformações e usos. Aborda energia potencial, cinética, mecânica, hidrelétrica, nuclear, química, elétrica e radiante. Explica como a energia é essencial para a sociedade moderna e como diferentes fontes podem ser usadas para gerar eletricidade.
O documento discute as formas de energia, incluindo energia eólica, energia cinética, geradores elétricos, combustíveis fósseis e fotossíntese. Também aborda os estados da água, transformações de energia, fontes alternativas de energia, conservação de energia e o balanço energético da Terra proveniente principalmente do Sol.
Electric energy is a form of energy that can be produced and used to power many devices. It is generated by power plants and transmitted through wires before reaching homes and businesses. Electricity allows for lighting, heating, cooling and the operation of appliances and electronics that have become essential in modern life.
Este documento é uma prova de ciências do 5o ano com questões sobre sistemas do corpo humano, formas de energia, magnetismo e recursos naturais. As instruções orientam os alunos a preencher o cabeçalho, não usar corretor ou calculadora, e fazer a prova com calma e atenção.
Exercicios Fontes de Energia - 5º ano E.FShaieny Leite
O documento contém perguntas sobre energia e suas formas. O Sol é a principal fonte de calor da Terra. A energia química é a energia retirada dos alimentos pelo nosso corpo. O vento é responsável pela energia eólica.
Este documento é uma prova de ciências do 5o ano do ensino fundamental contendo 9 questões. A prova cobre tópicos como sistemas do corpo humano, energia, usinas hidrelétricas e magnetismo. Instruções são fornecidas no início para os alunos completarem a prova.
Cosa hanno in comune un mattoncino Lego e la backdoor XZ?Speck&Tech
ABSTRACT: A prima vista, un mattoncino Lego e la backdoor XZ potrebbero avere in comune il fatto di essere entrambi blocchi di costruzione, o dipendenze di progetti creativi e software. La realtà è che un mattoncino Lego e il caso della backdoor XZ hanno molto di più di tutto ciò in comune.
Partecipate alla presentazione per immergervi in una storia di interoperabilità, standard e formati aperti, per poi discutere del ruolo importante che i contributori hanno in una comunità open source sostenibile.
BIO: Sostenitrice del software libero e dei formati standard e aperti. È stata un membro attivo dei progetti Fedora e openSUSE e ha co-fondato l'Associazione LibreItalia dove è stata coinvolta in diversi eventi, migrazioni e formazione relativi a LibreOffice. In precedenza ha lavorato a migrazioni e corsi di formazione su LibreOffice per diverse amministrazioni pubbliche e privati. Da gennaio 2020 lavora in SUSE come Software Release Engineer per Uyuni e SUSE Manager e quando non segue la sua passione per i computer e per Geeko coltiva la sua curiosità per l'astronomia (da cui deriva il suo nickname deneb_alpha).
Why You Should Replace Windows 11 with Nitrux Linux 3.5.0 for enhanced perfor...SOFTTECHHUB
The choice of an operating system plays a pivotal role in shaping our computing experience. For decades, Microsoft's Windows has dominated the market, offering a familiar and widely adopted platform for personal and professional use. However, as technological advancements continue to push the boundaries of innovation, alternative operating systems have emerged, challenging the status quo and offering users a fresh perspective on computing.
One such alternative that has garnered significant attention and acclaim is Nitrux Linux 3.5.0, a sleek, powerful, and user-friendly Linux distribution that promises to redefine the way we interact with our devices. With its focus on performance, security, and customization, Nitrux Linux presents a compelling case for those seeking to break free from the constraints of proprietary software and embrace the freedom and flexibility of open-source computing.
Observability Concepts EVERY Developer Should Know -- DeveloperWeek Europe.pdfPaige Cruz
Monitoring and observability aren’t traditionally found in software curriculums and many of us cobble this knowledge together from whatever vendor or ecosystem we were first introduced to and whatever is a part of your current company’s observability stack.
While the dev and ops silo continues to crumble….many organizations still relegate monitoring & observability as the purview of ops, infra and SRE teams. This is a mistake - achieving a highly observable system requires collaboration up and down the stack.
I, a former op, would like to extend an invitation to all application developers to join the observability party will share these foundational concepts to build on:
Goodbye Windows 11: Make Way for Nitrux Linux 3.5.0!SOFTTECHHUB
As the digital landscape continually evolves, operating systems play a critical role in shaping user experiences and productivity. The launch of Nitrux Linux 3.5.0 marks a significant milestone, offering a robust alternative to traditional systems such as Windows 11. This article delves into the essence of Nitrux Linux 3.5.0, exploring its unique features, advantages, and how it stands as a compelling choice for both casual users and tech enthusiasts.
The document discusses Wilfred Owen and his poetry about World War I. It provides background on Owen, noting he was influenced by his experience in the war to write poetry that changed attitudes towards war. It describes the conditions British soldiers faced, such as being bombarded and the first use of chemical weapons. Mental health issues like shell shock that resulted from trauma are also outlined. The document concludes by listing sources that provide context on Owen and his poetry.
This newsletter provides a summary of events in the European Union over 2009 and looks ahead to issues in 2010. It discusses the ratification of the Lisbon Treaty, the economic challenges facing the EU, and debates around the future of the Common Agricultural Policy and rural development programs post-2013. It also references commemorations of the fall of the Berlin Wall 20 years prior.
The report provides details on the mandate and actions of the Committee of Inquiry investigating the collapse of Equitable Life Assurance Society. The committee was tasked with investigating alleged contraventions or maladministration in the UK's application of EU law, assessing the UK regulatory regime, examining the status of claims and remedies for policyholders, and assessing the European Commission's monitoring. The committee held hearings, collected evidence, and drafted a report with conclusions and recommendations. It aimed to take a European perspective in its analysis to fulfill its mandate.
SMIAFestival of young knowledge: a possible practice to integrate formal, inf...Mariarosa Di Nubila
1) The Festival of Young Knowledge in San Marino aims to integrate formal, informal, and non-formal learning experiences through activities that allow young people and adults to express themselves and share knowledge.
2) It was created in 2007 and is now an independent project that brings together citizens, organizations, and sponsors through cultural events and training.
3) The festival provides opportunities for personal and professional growth by allowing participants to learn from each other's varied experiences.
1. The Board of Governors of the Medical Council of India made decisions on requests to establish new medical colleges or increase seats at existing colleges.
2. Several colleges were approved to admit a certain number of seats, while others were not approved for establishment or increase in seats.
3. The decisions covered 81 medical colleges across multiple states in India.
eGos Project: Innovation for eGovernment- www.egos-cip.eu Mariarosa Di Nubila
The document provides an overview of the eGos pilot project which tested an online guidance system across 5 European countries. It summarizes the training conducted for practitioners [SENTENCE 1]. Quantitative results show over 300 registered users and over 65,000 visits to online content [SENTENCE 2]. Qualitative feedback indicated high motivation from participants and improvement in social and professional knowledge [SENTENCE 3].
Global design,local inspiration speakers guideenyinne
This document provides information for participants of a panel discussion on global design and local African inspiration. The panel will feature designers discussing how they draw inspiration from African culture while designing for global consumers. It outlines the date, time, and online location of the live-streamed panel. Instructions are provided on how to join the discussion through Google Hangouts, including logging into a designated email account and joining the video conference through a link. Tips are also shared on optimizing webcam, lighting, audio and avoiding echoes during the online event.
A document discusses a farm market coming to campus that will provide fresh, sustainable, and locally produced food from farmers, producers, beekeepers and bakers in an accessible and affordable way. The farm market aims to connect the community through food.
O documento discute diferentes tipos de energia, incluindo energias renováveis e não renováveis. Ele explica como usinas hidrelétricas geram energia elétrica a partir da queda d'água e como calcular o consumo mensal de energia. Também aborda a importância da economia de energia e os riscos de apagões.
Este documento discute diversas formas de energia, incluindo suas definições, transformações e usos. Aborda energia potencial, cinética, mecânica, hidrelétrica, nuclear, química, elétrica e radiante. Explica como a energia é essencial para a sociedade moderna e como diferentes fontes podem ser usadas para gerar eletricidade.
O documento discute as formas de energia, incluindo energia eólica, energia cinética, geradores elétricos, combustíveis fósseis e fotossíntese. Também aborda os estados da água, transformações de energia, fontes alternativas de energia, conservação de energia e o balanço energético da Terra proveniente principalmente do Sol.
Electric energy is a form of energy that can be produced and used to power many devices. It is generated by power plants and transmitted through wires before reaching homes and businesses. Electricity allows for lighting, heating, cooling and the operation of appliances and electronics that have become essential in modern life.
Este documento é uma prova de ciências do 5o ano com questões sobre sistemas do corpo humano, formas de energia, magnetismo e recursos naturais. As instruções orientam os alunos a preencher o cabeçalho, não usar corretor ou calculadora, e fazer a prova com calma e atenção.
Exercicios Fontes de Energia - 5º ano E.FShaieny Leite
O documento contém perguntas sobre energia e suas formas. O Sol é a principal fonte de calor da Terra. A energia química é a energia retirada dos alimentos pelo nosso corpo. O vento é responsável pela energia eólica.
Este documento é uma prova de ciências do 5o ano do ensino fundamental contendo 9 questões. A prova cobre tópicos como sistemas do corpo humano, energia, usinas hidrelétricas e magnetismo. Instruções são fornecidas no início para os alunos completarem a prova.
Cosa hanno in comune un mattoncino Lego e la backdoor XZ?Speck&Tech
ABSTRACT: A prima vista, un mattoncino Lego e la backdoor XZ potrebbero avere in comune il fatto di essere entrambi blocchi di costruzione, o dipendenze di progetti creativi e software. La realtà è che un mattoncino Lego e il caso della backdoor XZ hanno molto di più di tutto ciò in comune.
Partecipate alla presentazione per immergervi in una storia di interoperabilità, standard e formati aperti, per poi discutere del ruolo importante che i contributori hanno in una comunità open source sostenibile.
BIO: Sostenitrice del software libero e dei formati standard e aperti. È stata un membro attivo dei progetti Fedora e openSUSE e ha co-fondato l'Associazione LibreItalia dove è stata coinvolta in diversi eventi, migrazioni e formazione relativi a LibreOffice. In precedenza ha lavorato a migrazioni e corsi di formazione su LibreOffice per diverse amministrazioni pubbliche e privati. Da gennaio 2020 lavora in SUSE come Software Release Engineer per Uyuni e SUSE Manager e quando non segue la sua passione per i computer e per Geeko coltiva la sua curiosità per l'astronomia (da cui deriva il suo nickname deneb_alpha).
Why You Should Replace Windows 11 with Nitrux Linux 3.5.0 for enhanced perfor...SOFTTECHHUB
The choice of an operating system plays a pivotal role in shaping our computing experience. For decades, Microsoft's Windows has dominated the market, offering a familiar and widely adopted platform for personal and professional use. However, as technological advancements continue to push the boundaries of innovation, alternative operating systems have emerged, challenging the status quo and offering users a fresh perspective on computing.
One such alternative that has garnered significant attention and acclaim is Nitrux Linux 3.5.0, a sleek, powerful, and user-friendly Linux distribution that promises to redefine the way we interact with our devices. With its focus on performance, security, and customization, Nitrux Linux presents a compelling case for those seeking to break free from the constraints of proprietary software and embrace the freedom and flexibility of open-source computing.
Observability Concepts EVERY Developer Should Know -- DeveloperWeek Europe.pdfPaige Cruz
Monitoring and observability aren’t traditionally found in software curriculums and many of us cobble this knowledge together from whatever vendor or ecosystem we were first introduced to and whatever is a part of your current company’s observability stack.
While the dev and ops silo continues to crumble….many organizations still relegate monitoring & observability as the purview of ops, infra and SRE teams. This is a mistake - achieving a highly observable system requires collaboration up and down the stack.
I, a former op, would like to extend an invitation to all application developers to join the observability party will share these foundational concepts to build on:
Goodbye Windows 11: Make Way for Nitrux Linux 3.5.0!SOFTTECHHUB
As the digital landscape continually evolves, operating systems play a critical role in shaping user experiences and productivity. The launch of Nitrux Linux 3.5.0 marks a significant milestone, offering a robust alternative to traditional systems such as Windows 11. This article delves into the essence of Nitrux Linux 3.5.0, exploring its unique features, advantages, and how it stands as a compelling choice for both casual users and tech enthusiasts.
Building RAG with self-deployed Milvus vector database and Snowpark Container...Zilliz
This talk will give hands-on advice on building RAG applications with an open-source Milvus database deployed as a docker container. We will also introduce the integration of Milvus with Snowpark Container Services.
Climate Impact of Software Testing at Nordic Testing DaysKari Kakkonen
My slides at Nordic Testing Days 6.6.2024
Climate impact / sustainability of software testing discussed on the talk. ICT and testing must carry their part of global responsibility to help with the climat warming. We can minimize the carbon footprint but we can also have a carbon handprint, a positive impact on the climate. Quality characteristics can be added with sustainability, and then measured continuously. Test environments can be used less, and in smaller scale and on demand. Test techniques can be used in optimizing or minimizing number of tests. Test automation can be used to speed up testing.
20 Comprehensive Checklist of Designing and Developing a WebsitePixlogix Infotech
Dive into the world of Website Designing and Developing with Pixlogix! Looking to create a stunning online presence? Look no further! Our comprehensive checklist covers everything you need to know to craft a website that stands out. From user-friendly design to seamless functionality, we've got you covered. Don't miss out on this invaluable resource! Check out our checklist now at Pixlogix and start your journey towards a captivating online presence today.
TrustArc Webinar - 2024 Global Privacy SurveyTrustArc
How does your privacy program stack up against your peers? What challenges are privacy teams tackling and prioritizing in 2024?
In the fifth annual Global Privacy Benchmarks Survey, we asked over 1,800 global privacy professionals and business executives to share their perspectives on the current state of privacy inside and outside of their organizations. This year’s report focused on emerging areas of importance for privacy and compliance professionals, including considerations and implications of Artificial Intelligence (AI) technologies, building brand trust, and different approaches for achieving higher privacy competence scores.
See how organizational priorities and strategic approaches to data security and privacy are evolving around the globe.
This webinar will review:
- The top 10 privacy insights from the fifth annual Global Privacy Benchmarks Survey
- The top challenges for privacy leaders, practitioners, and organizations in 2024
- Key themes to consider in developing and maintaining your privacy program
“An Outlook of the Ongoing and Future Relationship between Blockchain Technologies and Process-aware Information Systems.” Invited talk at the joint workshop on Blockchain for Information Systems (BC4IS) and Blockchain for Trusted Data Sharing (B4TDS), co-located with with the 36th International Conference on Advanced Information Systems Engineering (CAiSE), 3 June 2024, Limassol, Cyprus.
Securing your Kubernetes cluster_ a step-by-step guide to success !KatiaHIMEUR1
Today, after several years of existence, an extremely active community and an ultra-dynamic ecosystem, Kubernetes has established itself as the de facto standard in container orchestration. Thanks to a wide range of managed services, it has never been so easy to set up a ready-to-use Kubernetes cluster.
However, this ease of use means that the subject of security in Kubernetes is often left for later, or even neglected. This exposes companies to significant risks.
In this talk, I'll show you step-by-step how to secure your Kubernetes cluster for greater peace of mind and reliability.
Let's Integrate MuleSoft RPA, COMPOSER, APM with AWS IDP along with Slackshyamraj55
Discover the seamless integration of RPA (Robotic Process Automation), COMPOSER, and APM with AWS IDP enhanced with Slack notifications. Explore how these technologies converge to streamline workflows, optimize performance, and ensure secure access, all while leveraging the power of AWS IDP and real-time communication via Slack notifications.
Unlock the Future of Search with MongoDB Atlas_ Vector Search Unleashed.pdfMalak Abu Hammad
Discover how MongoDB Atlas and vector search technology can revolutionize your application's search capabilities. This comprehensive presentation covers:
* What is Vector Search?
* Importance and benefits of vector search
* Practical use cases across various industries
* Step-by-step implementation guide
* Live demos with code snippets
* Enhancing LLM capabilities with vector search
* Best practices and optimization strategies
Perfect for developers, AI enthusiasts, and tech leaders. Learn how to leverage MongoDB Atlas to deliver highly relevant, context-aware search results, transforming your data retrieval process. Stay ahead in tech innovation and maximize the potential of your applications.
#MongoDB #VectorSearch #AI #SemanticSearch #TechInnovation #DataScience #LLM #MachineLearning #SearchTechnology
Sudheer Mechineni, Head of Application Frameworks, Standard Chartered Bank
Discover how Standard Chartered Bank harnessed the power of Neo4j to transform complex data access challenges into a dynamic, scalable graph database solution. This keynote will cover their journey from initial adoption to deploying a fully automated, enterprise-grade causal cluster, highlighting key strategies for modelling organisational changes and ensuring robust disaster recovery. Learn how these innovations have not only enhanced Standard Chartered Bank’s data infrastructure but also positioned them as pioneers in the banking sector’s adoption of graph technology.
Full-RAG: A modern architecture for hyper-personalizationZilliz
Mike Del Balso, CEO & Co-Founder at Tecton, presents "Full RAG," a novel approach to AI recommendation systems, aiming to push beyond the limitations of traditional models through a deep integration of contextual insights and real-time data, leveraging the Retrieval-Augmented Generation architecture. This talk will outline Full RAG's potential to significantly enhance personalization, address engineering challenges such as data management and model training, and introduce data enrichment with reranking as a key solution. Attendees will gain crucial insights into the importance of hyperpersonalization in AI, the capabilities of Full RAG for advanced personalization, and strategies for managing complex data integrations for deploying cutting-edge AI solutions.
Pushing the limits of ePRTC: 100ns holdover for 100 daysAdtran
At WSTS 2024, Alon Stern explored the topic of parametric holdover and explained how recent research findings can be implemented in real-world PNT networks to achieve 100 nanoseconds of accuracy for up to 100 days.
Enchancing adoption of Open Source Libraries. A case study on Albumentations.AIVladimir Iglovikov, Ph.D.
Presented by Vladimir Iglovikov:
- https://www.linkedin.com/in/iglovikov/
- https://x.com/viglovikov
- https://www.instagram.com/ternaus/
This presentation delves into the journey of Albumentations.ai, a highly successful open-source library for data augmentation.
Created out of a necessity for superior performance in Kaggle competitions, Albumentations has grown to become a widely used tool among data scientists and machine learning practitioners.
This case study covers various aspects, including:
People: The contributors and community that have supported Albumentations.
Metrics: The success indicators such as downloads, daily active users, GitHub stars, and financial contributions.
Challenges: The hurdles in monetizing open-source projects and measuring user engagement.
Development Practices: Best practices for creating, maintaining, and scaling open-source libraries, including code hygiene, CI/CD, and fast iteration.
Community Building: Strategies for making adoption easy, iterating quickly, and fostering a vibrant, engaged community.
Marketing: Both online and offline marketing tactics, focusing on real, impactful interactions and collaborations.
Mental Health: Maintaining balance and not feeling pressured by user demands.
Key insights include the importance of automation, making the adoption process seamless, and leveraging offline interactions for marketing. The presentation also emphasizes the need for continuous small improvements and building a friendly, inclusive community that contributes to the project's growth.
Vladimir Iglovikov brings his extensive experience as a Kaggle Grandmaster, ex-Staff ML Engineer at Lyft, sharing valuable lessons and practical advice for anyone looking to enhance the adoption of their open-source projects.
Explore more about Albumentations and join the community at:
GitHub: https://github.com/albumentations-team/albumentations
Website: https://albumentations.ai/
LinkedIn: https://www.linkedin.com/company/100504475
Twitter: https://x.com/albumentations