Book Club: Designing Machine Learning Systems (Part 2)

In part 2 of this book club on Designing Machine Learning Systems, we will discuss

• model development and offline evaluation
• model deployment and prediction service
• data distribution shifts and monitoring
• continual learning and test in production
• infrastructure and tooling in MLOps
• the human side of machine learning

You can join even if you couldn't make it to part 1.

Schedule:
⏰ 19:00 - 19:10 Introduction to Women Coding Community
⏰ 19:10 - 20:00 Summary of chapters by WCC volunteers

If you want to have a say in the next book or volunteer with us, please join our Slack channel #prog_book_club! Book club meetups happen on the last Thursday of each month.

👩🏼 Host: Silke Nodwell | LinkedIn
Silke is currently a Machine Learning Engineer at PEI Group. She holds an MSci Mathematics, First Class Honours, from Imperial College London. In addition to her role at PEI, Silke is a Lead at Women Coding Community, where she runs the bookclub, contributes to the technical blog, and organises talks by inspirational women. In her free time, she enjoys running and is currently training for her first marathon in May 2025.

Co-host: Prabha Venkatesh | LinkedIn
Prabha is the Lead Data Scientist at Milbotix. She’s previously worked as a Full-stack Software Developer and holds a Master’s degree from Lancaster University. She’s also a mentor at the Women Coding Community. Her interests include reading books, swimming and travel.

👩🏽‍💻 About Women Coding Community
Empowering women in their tech careers through education, mentorship, community building, and career services is our mission. We provide workshops and events, connect members with industry mentors, foster a supportive community through meetups and conferences, and raise awareness for more inclusive industry practices.
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👩🏽‍💻 Code of Conduct
At Women Coding Community we are committed to a vibrant, supportive community. When attending our events, all members should follow our Code of Conduct. The full version can be found by following the link.