Machine Learning System Design instead of focusing on the same things as being repeated in most machine learning books, author Huyen chip uses a comprehensive and overall approach to design machine learning systems reliably, while being able to adapt to changes in the environment and business requirements. The depth and practicality are also significantly enhanced with examples and research with the support of experts.
The book covers the entire life cycle of a machine learning system. From laying the foundation for a project, implementing and supervising the model, to building computing infrastructure, and especially the human aspect of machine learning. Each stage is carefully analyzed, helping readers not only understand how to do it but also understand why they need to do it.
Therefore, the book is recommended for anyone who wants to take advantage of machine learning to solve problems in the real world, helping both beginners and experts to apply it to work.
Machine Learning System Design quickly took the No. 1 spot in the Top best-selling machine learning books on Amazon and was translated into more than 10 languages, of which the Vietnamese version published by Cong Thuong and Nha Nam Publishers was also reprinted just 10 days after being on shelves.
The late 8X to early 9X generation had many impressions of the name Huyen chip, a girl who lived her own way and was not afraid to go far. After a tiring period of traveling with many problems, Huyen chip accumulated many personal lessons and became more mature. After trying to win a scholarship from Stanford University, Huyen studied computer science.
She once hid her past in writing books because she was afraid that no one would believe her as a writer who could program. But then he discovered that it was storytelling skills that helped him surpass the above: The ability to explain technology in an easy-to-understand, familiar way - something that not every engineer can do.
Huyen chip is the pen name of Nguyen Thi Khanh Huyen, born in 1990 in Nam Dinh. Coming from a purely farming family and a former student at a specialized school, Huyen chip did not choose to follow a safe path. At the age of 18, she chose to drop out of college to find her own path. This luggage only includes self-study English capital and a small amount of savings.
And just like that, Huyen chip steals a backpack alone and steps out into the world, without a schedule, without a tour guide. Despite experiencing many incidents, from cultural shock, being exploited to almost kidnapped, she continued her journey, doing enough jobs to live and explore.
Through each country, Huyen chip learned to exist, connect with people and touch the depth of indigenous culture. She later re-wrote those experiences into books and created many topics for discussion.
After a tiring period of traveling with many problems, Huyen chip accumulated many personal lessons and became more mature. Andford University is where she is aiming. After trying to win a scholarship from the school, Huyen studied computer science.
Linkedln included her in the top 10 voices in software development in 2019 (10 Top Voices in Software Development in 2019), and Top voices in Data Science and AI in 2020.
Huyen chip has the opportunity to work in large corporations such as NVIDIA, Netflix and Snorkel AI, and is also a co-founder of Claypot AI - a platform for real-time ML.
