Nathan Coley is an artist known for his conceptual installations. His website and the Tate galleries provide information about his works and installation art in general. Street art is also referenced as relevant context.
BA/BSc Product Design 2nd year Oct 2015EISLibrarian
The document provides information on finding resources and getting help at the University of Middlesex library. It lists various search techniques for the library catalog and databases like using Boolean operators, truncation, phrase searching and limiting or excluding terms. Contact information is given for getting further assistance from the librarian assigned to the Product Design program.
This document provides the schedule for the CMHI Manufactured Building design and technology forum taking place from October 7-9, 2014. The schedule lists the various presentations, tours, meals and networking activities that will be part of the forum. On the first day, there will be tours of modular infill housing and a seniors' house, as well as presentations on housing for seniors, CSA standards, and online marketing for builders. The second day will include presentations on prefabricated design, open building industry, net-zero buildings, and an economic forecast. The last day includes an optional tour of a factory, design center and model homes.
The document discusses the benefits of using Confluence over traditional wikis, such as centralized knowledge, social features, and powerful search capabilities. It notes some of the challenges wiki promoters face in getting organizations to adopt wikis. Confluence is presented as an ideal solution as it offers seamless branding, simplicity, and helps extend organizations' reach while being easy for both designers and casual users to use.
The document provides brief biographies of four famous inventors and innovators:
- Reginald Fessender invented devices like the radio compass and sonic depth finder.
- Walt Disney founded Walt Disney Productions in Hollywood in 1923.
- Thomas Edison invented the phonograph and came to symbolize American inventive genius.
- Frank Lloyd Wright was the most famous American architect of the 20th century, designing 25 buildings in California.
LINEAS DE PRODUCCIION DE SOFTWARE Y METODO WATCHRogerbel Briceño
This short document promotes the creation of presentations using Haiku Deck, a presentation platform. It displays a stock photo and credits the photographer before encouraging the reader to get started making their own Haiku Deck presentation. The document aims to inspire readers to try Haiku Deck for their presentation needs.
World Information Architecture-Day-NYC-2013-Notes-on-KeynotesRichard D. Herring
Notes taken during the Keynote presentations and Panel Discussion of Dan Klyn, Lou Rosenfeld, Christine Wodtke, and Abby (the IA) Covert. High-level presentations designed to inspire and connect archtiectural ideas to shaping information into "information" and virtual spaces.
The document lists various items and their origins: kangaroos are from Australia, David Beckham is from Britain, karate is from Japan, the Great Wall is in China, and Carnival is from Brazil. It also includes related images and their web links.
A presentation I gave at Cyborg Camp YVR (2013).
Video here: http://www.youtube.com/watch?v=1wQqvIXDCvM
Title slide image provided by @joelrich, http://joelisrich.com
Also, the image of the National Wheelmen button and anecdote about William McKinley's presidential campaign come courtesy of Carlton Reid's blog (and forthcoming book): http://www.roadswerenotbuiltforcars.com
BA/BSc Product Design 2nd year Oct 2015EISLibrarian
The document provides information on finding resources and getting help at the University of Middlesex library. It lists various search techniques for the library catalog and databases like using Boolean operators, truncation, phrase searching and limiting or excluding terms. Contact information is given for getting further assistance from the librarian assigned to the Product Design program.
This document provides the schedule for the CMHI Manufactured Building design and technology forum taking place from October 7-9, 2014. The schedule lists the various presentations, tours, meals and networking activities that will be part of the forum. On the first day, there will be tours of modular infill housing and a seniors' house, as well as presentations on housing for seniors, CSA standards, and online marketing for builders. The second day will include presentations on prefabricated design, open building industry, net-zero buildings, and an economic forecast. The last day includes an optional tour of a factory, design center and model homes.
The document discusses the benefits of using Confluence over traditional wikis, such as centralized knowledge, social features, and powerful search capabilities. It notes some of the challenges wiki promoters face in getting organizations to adopt wikis. Confluence is presented as an ideal solution as it offers seamless branding, simplicity, and helps extend organizations' reach while being easy for both designers and casual users to use.
The document provides brief biographies of four famous inventors and innovators:
- Reginald Fessender invented devices like the radio compass and sonic depth finder.
- Walt Disney founded Walt Disney Productions in Hollywood in 1923.
- Thomas Edison invented the phonograph and came to symbolize American inventive genius.
- Frank Lloyd Wright was the most famous American architect of the 20th century, designing 25 buildings in California.
LINEAS DE PRODUCCIION DE SOFTWARE Y METODO WATCHRogerbel Briceño
This short document promotes the creation of presentations using Haiku Deck, a presentation platform. It displays a stock photo and credits the photographer before encouraging the reader to get started making their own Haiku Deck presentation. The document aims to inspire readers to try Haiku Deck for their presentation needs.
World Information Architecture-Day-NYC-2013-Notes-on-KeynotesRichard D. Herring
Notes taken during the Keynote presentations and Panel Discussion of Dan Klyn, Lou Rosenfeld, Christine Wodtke, and Abby (the IA) Covert. High-level presentations designed to inspire and connect archtiectural ideas to shaping information into "information" and virtual spaces.
The document lists various items and their origins: kangaroos are from Australia, David Beckham is from Britain, karate is from Japan, the Great Wall is in China, and Carnival is from Brazil. It also includes related images and their web links.
A presentation I gave at Cyborg Camp YVR (2013).
Video here: http://www.youtube.com/watch?v=1wQqvIXDCvM
Title slide image provided by @joelrich, http://joelisrich.com
Also, the image of the National Wheelmen button and anecdote about William McKinley's presidential campaign come courtesy of Carlton Reid's blog (and forthcoming book): http://www.roadswerenotbuiltforcars.com
This document describes the DM74LS32 quad 2-input OR gate integrated circuit from Fairchild Semiconductor. It contains four independent OR gates, each performing the logic OR function on two inputs. The device is available in three package types: SOIC, SOP, and PDIP. Electrical characteristics like input/output voltage levels and timing parameters are provided. Maximum ratings and recommended operating conditions are specified. Physical dimensions for each package type are also shown.
This document describes the DM74LS08 quad 2-input AND gate integrated circuit from Fairchild Semiconductor. It contains four independent AND gates that perform the logic AND function on two inputs. The device is available in three package types: a 14-pin SOIC, 14-pin SOP, and 14-pin PDIP. Electrical characteristics like input/output voltage levels and timing parameters are provided. Maximum ratings and recommended operating conditions are also specified. Physical dimension drawings of the three package types are included.
This document provides information on the DM74LS00 quad 2-input NAND gate integrated circuit from Fairchild Semiconductor. It contains four independent NAND gates that each perform the NAND logic function. The document lists the absolute maximum ratings, recommended operating conditions, electrical characteristics including switching characteristics, and physical dimensions for the 14-pin packages. It also contains a function table and connection diagram.
This document provides information on the DM74LS04 Hex Inverting Gates integrated circuit from Fairchild Semiconductor. It contains six independent inverting gates, where the output is the logic inverse of the input. The IC comes in three package types and has operating conditions over temperatures from 0°C to 70°C. It has electrical characteristics like propagation delay times of 3-15ns and voltage levels.
El documento trata sobre ingeniería genética, armas biológicas y bioterrorismo. Explica que la ingeniería genética permite modificar organismos para corregir defectos o mejorar productos. Las armas biológicas usan patógenos diseñados para causar enfermedades en humanos, animales o plantas. El bioterrorismo implica el uso intencional de agentes biológicos modificados genéticamente para atacar fuerzas enemigas o población civil. Enfermedades como el ántrax, la vir
McDonald's has grown into a global brand serving over 64 million customers daily. It focuses on maintaining consistency through its core brand elements like its Golden Arches logo, slogans, and characters. In India, McDonald's targeted families and children through offerings like Happy Meals. It has diversified its menu internationally based on local tastes and introduced healthier options to address health concerns. Recently, some of McDonald's attempts to position as healthier like a activity tracking Happy Meal promotion backfired and faced criticism. Moving forward, McDonald's aims to sustain its number one position through customer-centricity, quality, and innovation while maintaining authenticity.
The presentation discusses Sony's marketing strategy for its consumer electronics products. It targets urban areas across India, focusing on teenagers, youth, and higher income demographics. Sony uses segmented, niche, and differentiated marketing approaches. Its key products discussed are televisions and mobile phones, which are positioned based on innovative technologies like Bravia displays and Exmor sensors. While products are priced higher than competitors, promotion efforts include festive offers, price discounts, and lucky draw coupons. The overall goal is to design innovative products that benefit consumers.
The Earth has seasons due to its tilted axis and yearly revolution around the sun. Spring occurs when the Northern hemisphere tilts toward the sun, bringing longer days and warmer temperatures. Summer is the warmest season with the longest days. Fall follows as temperatures cool and days shorten. Winter is the coldest season when the Northern hemisphere tilts furthest from the sun. Plants and animals have adapted to these seasonal changes through growth, reproduction, dormancy, and hibernation.
Vodafone originated from the name "voice data fone" and was founded in 1991. It is a public telecom company headquartered in the UK with Gerard Kleisterlee as Chairman and Vittorio Colao as CEO. Vodafone offers various products and services including mobile plans, devices, and international roaming. It operates in multiple countries and has faced regulatory issues including tax and antitrust disputes in markets like India and Europe. Vodafone's business is impacted by technological advances in mobile networks as well as macro factors such as demographic trends, economic conditions, and political and regulatory environments in its various markets.
This document summarizes several metabolic disorders that can occur in livestock, including pasture bloat, enterotoxemia, grass tetany, ketosis, night blindness, nitrate poisoning, liver abscesses, pregnancy disease in ewes, parturient paresis (milk fever), mastitis, displaced abomasum, hemorrhagic bowel syndrome, and laminitis. The causes, symptoms, and treatments are described briefly for each disorder. Metabolic disorders can be caused by genetic defects, toxins, nutrient deficiencies or excesses, and other factors like changes in diet or lush pastures. timely diagnosis and treatment are important to prevent illness and death in affected animals.
Ringkasan observasi proses belajar mengajar di kelas 5 SDN 060808 adalah sebagai berikut: proses belajar menggunakan metode learner-centered dan teori belajar berpenguat Skinner dengan memberikan reward dan hukuman, serta menerapkan tahapan belajar Gagne seperti persepsi, kodean, dan penguatan untuk mencapai tujuan pembelajaran.
Laporan ini merangkum hasil observasi pembelajaran di SDN 060922. Pembelajaran menggunakan metode otoritatif dimana guru memberikan tugas tanpa memberikan bimbingan lebih lanjut kepada siswa, sehingga suasana kelas tidak kondusif. Kelompok ini menganalisis bahwa pembelajaran behavioral akan berjalan dengan baik jika ada umpan balik yang memotivasi siswa dari guru.
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.
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.
“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.
Generative AI Deep Dive: Advancing from Proof of Concept to ProductionAggregage
Join Maher Hanafi, VP of Engineering at Betterworks, in this new session where he'll share a practical framework to transform Gen AI prototypes into impactful products! He'll delve into the complexities of data collection and management, model selection and optimization, and ensuring security, scalability, and responsible use.
Essentials of Automations: The Art of Triggers and Actions in FMESafe Software
In this second installment of our Essentials of Automations webinar series, we’ll explore the landscape of triggers and actions, guiding you through the nuances of authoring and adapting workspaces for seamless automations. Gain an understanding of the full spectrum of triggers and actions available in FME, empowering you to enhance your workspaces for efficient automation.
We’ll kick things off by showcasing the most commonly used event-based triggers, introducing you to various automation workflows like manual triggers, schedules, directory watchers, and more. Plus, see how these elements play out in real scenarios.
Whether you’re tweaking your current setup or building from the ground up, this session will arm you with the tools and insights needed to transform your FME usage into a powerhouse of productivity. Join us to discover effective strategies that simplify complex processes, enhancing your productivity and transforming your data management practices with FME. Let’s turn complexity into clarity and make your workspaces work wonders!
This document describes the DM74LS32 quad 2-input OR gate integrated circuit from Fairchild Semiconductor. It contains four independent OR gates, each performing the logic OR function on two inputs. The device is available in three package types: SOIC, SOP, and PDIP. Electrical characteristics like input/output voltage levels and timing parameters are provided. Maximum ratings and recommended operating conditions are specified. Physical dimensions for each package type are also shown.
This document describes the DM74LS08 quad 2-input AND gate integrated circuit from Fairchild Semiconductor. It contains four independent AND gates that perform the logic AND function on two inputs. The device is available in three package types: a 14-pin SOIC, 14-pin SOP, and 14-pin PDIP. Electrical characteristics like input/output voltage levels and timing parameters are provided. Maximum ratings and recommended operating conditions are also specified. Physical dimension drawings of the three package types are included.
This document provides information on the DM74LS00 quad 2-input NAND gate integrated circuit from Fairchild Semiconductor. It contains four independent NAND gates that each perform the NAND logic function. The document lists the absolute maximum ratings, recommended operating conditions, electrical characteristics including switching characteristics, and physical dimensions for the 14-pin packages. It also contains a function table and connection diagram.
This document provides information on the DM74LS04 Hex Inverting Gates integrated circuit from Fairchild Semiconductor. It contains six independent inverting gates, where the output is the logic inverse of the input. The IC comes in three package types and has operating conditions over temperatures from 0°C to 70°C. It has electrical characteristics like propagation delay times of 3-15ns and voltage levels.
El documento trata sobre ingeniería genética, armas biológicas y bioterrorismo. Explica que la ingeniería genética permite modificar organismos para corregir defectos o mejorar productos. Las armas biológicas usan patógenos diseñados para causar enfermedades en humanos, animales o plantas. El bioterrorismo implica el uso intencional de agentes biológicos modificados genéticamente para atacar fuerzas enemigas o población civil. Enfermedades como el ántrax, la vir
McDonald's has grown into a global brand serving over 64 million customers daily. It focuses on maintaining consistency through its core brand elements like its Golden Arches logo, slogans, and characters. In India, McDonald's targeted families and children through offerings like Happy Meals. It has diversified its menu internationally based on local tastes and introduced healthier options to address health concerns. Recently, some of McDonald's attempts to position as healthier like a activity tracking Happy Meal promotion backfired and faced criticism. Moving forward, McDonald's aims to sustain its number one position through customer-centricity, quality, and innovation while maintaining authenticity.
The presentation discusses Sony's marketing strategy for its consumer electronics products. It targets urban areas across India, focusing on teenagers, youth, and higher income demographics. Sony uses segmented, niche, and differentiated marketing approaches. Its key products discussed are televisions and mobile phones, which are positioned based on innovative technologies like Bravia displays and Exmor sensors. While products are priced higher than competitors, promotion efforts include festive offers, price discounts, and lucky draw coupons. The overall goal is to design innovative products that benefit consumers.
The Earth has seasons due to its tilted axis and yearly revolution around the sun. Spring occurs when the Northern hemisphere tilts toward the sun, bringing longer days and warmer temperatures. Summer is the warmest season with the longest days. Fall follows as temperatures cool and days shorten. Winter is the coldest season when the Northern hemisphere tilts furthest from the sun. Plants and animals have adapted to these seasonal changes through growth, reproduction, dormancy, and hibernation.
Vodafone originated from the name "voice data fone" and was founded in 1991. It is a public telecom company headquartered in the UK with Gerard Kleisterlee as Chairman and Vittorio Colao as CEO. Vodafone offers various products and services including mobile plans, devices, and international roaming. It operates in multiple countries and has faced regulatory issues including tax and antitrust disputes in markets like India and Europe. Vodafone's business is impacted by technological advances in mobile networks as well as macro factors such as demographic trends, economic conditions, and political and regulatory environments in its various markets.
This document summarizes several metabolic disorders that can occur in livestock, including pasture bloat, enterotoxemia, grass tetany, ketosis, night blindness, nitrate poisoning, liver abscesses, pregnancy disease in ewes, parturient paresis (milk fever), mastitis, displaced abomasum, hemorrhagic bowel syndrome, and laminitis. The causes, symptoms, and treatments are described briefly for each disorder. Metabolic disorders can be caused by genetic defects, toxins, nutrient deficiencies or excesses, and other factors like changes in diet or lush pastures. timely diagnosis and treatment are important to prevent illness and death in affected animals.
Ringkasan observasi proses belajar mengajar di kelas 5 SDN 060808 adalah sebagai berikut: proses belajar menggunakan metode learner-centered dan teori belajar berpenguat Skinner dengan memberikan reward dan hukuman, serta menerapkan tahapan belajar Gagne seperti persepsi, kodean, dan penguatan untuk mencapai tujuan pembelajaran.
Laporan ini merangkum hasil observasi pembelajaran di SDN 060922. Pembelajaran menggunakan metode otoritatif dimana guru memberikan tugas tanpa memberikan bimbingan lebih lanjut kepada siswa, sehingga suasana kelas tidak kondusif. Kelompok ini menganalisis bahwa pembelajaran behavioral akan berjalan dengan baik jika ada umpan balik yang memotivasi siswa dari guru.
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.
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.
“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.
Generative AI Deep Dive: Advancing from Proof of Concept to ProductionAggregage
Join Maher Hanafi, VP of Engineering at Betterworks, in this new session where he'll share a practical framework to transform Gen AI prototypes into impactful products! He'll delve into the complexities of data collection and management, model selection and optimization, and ensuring security, scalability, and responsible use.
Essentials of Automations: The Art of Triggers and Actions in FMESafe Software
In this second installment of our Essentials of Automations webinar series, we’ll explore the landscape of triggers and actions, guiding you through the nuances of authoring and adapting workspaces for seamless automations. Gain an understanding of the full spectrum of triggers and actions available in FME, empowering you to enhance your workspaces for efficient automation.
We’ll kick things off by showcasing the most commonly used event-based triggers, introducing you to various automation workflows like manual triggers, schedules, directory watchers, and more. Plus, see how these elements play out in real scenarios.
Whether you’re tweaking your current setup or building from the ground up, this session will arm you with the tools and insights needed to transform your FME usage into a powerhouse of productivity. Join us to discover effective strategies that simplify complex processes, enhancing your productivity and transforming your data management practices with FME. Let’s turn complexity into clarity and make your workspaces work wonders!
UiPath Test Automation using UiPath Test Suite series, part 6DianaGray10
Welcome to UiPath Test Automation using UiPath Test Suite series part 6. In this session, we will cover Test Automation with generative AI and Open AI.
UiPath Test Automation with generative AI and Open AI webinar offers an in-depth exploration of leveraging cutting-edge technologies for test automation within the UiPath platform. Attendees will delve into the integration of generative AI, a test automation solution, with Open AI advanced natural language processing capabilities.
Throughout the session, participants will discover how this synergy empowers testers to automate repetitive tasks, enhance testing accuracy, and expedite the software testing life cycle. Topics covered include the seamless integration process, practical use cases, and the benefits of harnessing AI-driven automation for UiPath testing initiatives. By attending this webinar, testers, and automation professionals can gain valuable insights into harnessing the power of AI to optimize their test automation workflows within the UiPath ecosystem, ultimately driving efficiency and quality in software development processes.
What will you get from this session?
1. Insights into integrating generative AI.
2. Understanding how this integration enhances test automation within the UiPath platform
3. Practical demonstrations
4. Exploration of real-world use cases illustrating the benefits of AI-driven test automation for UiPath
Topics covered:
What is generative AI
Test Automation with generative AI and Open AI.
UiPath integration with generative AI
Speaker:
Deepak Rai, Automation Practice Lead, Boundaryless Group and UiPath MVP
Introducing Milvus Lite: Easy-to-Install, Easy-to-Use vector database for you...Zilliz
Join us to introduce Milvus Lite, a vector database that can run on notebooks and laptops, share the same API with Milvus, and integrate with every popular GenAI framework. This webinar is perfect for developers seeking easy-to-use, well-integrated vector databases for their GenAI apps.
Dr. Sean Tan, Head of Data Science, Changi Airport Group
Discover how Changi Airport Group (CAG) leverages graph technologies and generative AI to revolutionize their search capabilities. This session delves into the unique search needs of CAG’s diverse passengers and customers, showcasing how graph data structures enhance the accuracy and relevance of AI-generated search results, mitigating the risk of “hallucinations” and improving the overall customer journey.
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.
Encryption in Microsoft 365 - ExpertsLive Netherlands 2024Albert Hoitingh
In this session I delve into the encryption technology used in Microsoft 365 and Microsoft Purview. Including the concepts of Customer Key and Double Key Encryption.
In his public lecture, Christian Timmerer provides insights into the fascinating history of video streaming, starting from its humble beginnings before YouTube to the groundbreaking technologies that now dominate platforms like Netflix and ORF ON. Timmerer also presents provocative contributions of his own that have significantly influenced the industry. He concludes by looking at future challenges and invites the audience to join in a discussion.
GraphSummit Singapore | The Art of the Possible with Graph - Q2 2024Neo4j
Neha Bajwa, Vice President of Product Marketing, Neo4j
Join us as we explore breakthrough innovations enabled by interconnected data and AI. Discover firsthand how organizations use relationships in data to uncover contextual insights and solve our most pressing challenges – from optimizing supply chains, detecting fraud, and improving customer experiences to accelerating drug discoveries.
Unlocking Productivity: Leveraging the Potential of Copilot in Microsoft 365, a presentation by Christoforos Vlachos, Senior Solutions Manager – Modern Workplace, Uni Systems
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