Machine Learning System Design
Gain insights into ML system design, state-of-the-art techniques, and best practices for scalable production. Learn from top researchers and stand out in your next ML interview.
4.3
21 Lessons
2h
Updated yesterday
Join 2.8 million developers at
Machine Learning System Design is an important component of any ML interview. The ability to address problems, identify requirements, and discuss tradeoffs helps you stand out among hundreds of other candidates. Readers of this course able to get offers from Snapchat, Facebook, Coupang, Stitchfix and LinkedIn.
This course will help you understand the state of the practice on model techniques along with best practices in applying ML models in production at scale. Once you finished the course you can learn more use-cases at: http://mlengineer.io/
Once you're done with the course, you will be able to apply and leverage knowledge from top researchers at tech companies. You will have up to date knowledge in model techniques from hundreds of the latest research and industry papers. There is even a chance that the interviewers will be surprised at the depth of your knowledge.
Machine Learning System Design is an important component of any ML interview. The ability to address problems, identify requirem...Show More
WHAT YOU'LL LEARN
Improve your Machine Learning System Design skills. Apply the best techniques in order to structure and drive your interview.
Improve your Machine Learning System Design skills. Apply the best techniques in order to structure and drive your interview.
Show more
TAKEAWAY SKILLS
Learning Roadmap
Certificate of Completion
Showcase your accomplishment by sharing your certificate of completion.
Course Author:
Developed by MAANG Engineers
Trusted by 2.8 million developers working at companies
"These are high-quality courses. Trust me. I own around 10 and the price is worth it for the content quality. EducativeInc came at the right time in my career. I'm understanding topics better than with any book or online video tutorial I've done. Truly made for developers. Thanks"
Anthony Walker
@_webarchitect_
"Just finished my first full #ML course: Machine learning for Software Engineers from Educative, Inc. ... Highly recommend!"
Evan Dunbar
ML Engineer
"You guys are the gold standard of crash-courses... Narrow enough that it doesn't need years of study or a full blown book to get the gist, but broad enough that an afternoon of Googling doesn't cut it."
Software Developer
Carlos Matias La Borde
"I spend my days and nights on Educative. It is indispensable. It is such a unique and reader-friendly site"
Souvik Kundu
Front-end Developer
"Your courses are simply awesome, the depth they go into and the breadth of coverage is so good that I don't have to refer to 10 different websites looking for interview topics and content."
Vinay Krishnaiah
Software Developer
Fuel Your Tech Career with Smarter Learning
Built for 10x Developers
Get job-ready by lessons designed by industry professionals
Roadmaps Built Just for You
One-size-fits-all courses are a thing of the past
Keeping you state-of-the-art
Future proof yourself with our catalog
Meet PAL - Your AI Coach
Get Personalized feedback from your personalized learning agent
Built to Simulate the MAANG Experience
AI Mock Interviews & Quizzes with targeted guidance
Free Resources
cheatsheet
cheatsheet
cheatsheet
blog
guide
