Facebook project
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Over 800 million people actively use Facebook, with more than 400 million logging on daily. The average user has 130 friends and over 350 million access Facebook using mobile devices. The document discusses ongoing issues around privacy and data use on Facebook and questions how much effort users are willing to put into protecting their own privacy.
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Greg Tseng is an American internet entrepreneur and CEO of the social networking website Tagged. He was born in Taiwan and raised in the US, where he excelled in mathematics competitions. Tseng co-founded Tagged in 2004, which allows members to browse profiles, play games, and share tags. Tagged had over 100 million members but faced legal issues over deceptive email practices in 2009. It has since reformed its privacy policies. The advantages of Tagged include gaining an advantage over competitors through quickness and alertness. The main disadvantage is that tags use additional space to store metadata. Tagged helps organizations by allowing contributions to be easily sorted and tagged to specific projects, fundraising targets, or testing strategies.
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Greg Tseng is an American internet entrepreneur and CEO of the social networking website Tagged. He was born in Taiwan and raised in the US, where he excelled in mathematics competitions. Tseng co-founded Tagged in 2004, which allows members to browse profiles, play games, and share tags. Tagged had over 100 million members but faced legal issues over deceptive email practices in 2009. It has since reformed its privacy policies. The advantages of Tagged include gaining an advantage over competitors through quickness and alertness. The main disadvantage is that tags use additional space to store metadata. Tagged helps organizations by allowing contributions to be easily sorted and tagged to specific projects, fundraising targets, or testing strategies.
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Facebook was worth approximately $11 billion in stock market value in 2010. It generated between $600-700 million in revenue in 2009 and was projected to generate $1.1 billion in revenue for 2010. While Facebook shares were purchased for $25 each at the time, the company had no plans to go public. Facebook was appealing to advertisers due to its large and growing user base of over 400 million users worldwide in early 2010, as well as its ability to micro-target ads to specific user demographics.
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Presentation 20092609
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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/albumentationsRecently uploaded (20)
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