- 1.1.3.3 Machine learning engineer vs. data scientist🔍
- I Completed Grokking the ML Interview🔍
- Chapter 1. Machine learning jobs · MLIB🔍
- Chip Huyen of Claypot AI— ML Research and Production Pipelines🔍
- About the author · MLIB🔍
- Chapter 8. Machine learning algorithms · MLIB🔍
- Chapter 5. Math · MLIB🔍
- 8.1.1 Overview🔍
Introduction to Machine Learning Interviews Book by Chip Huyen
1.1.3.3 Machine learning engineer vs. data scientist - Chip Huyen
Introduction to Machine Learning Interviews Book · Target audience · About the ... ” Since machine learning models learn from data, machine learning is part of ...
I Completed Grokking the ML Interview - Honest Review - YouTube
Chip Huyen's Book: https://www.amazon.com... WATCH NEXT. • I Took ... Meta (Facebook) Machine Learning Mock Interview: Illegal Items Detection.
Chapter 1. Machine learning jobs · MLIB - Chip Huyen
Introduction to Machine Learning Interviews Book · Target audience · About the questions · About the answers · Gaming the interview process · Acknowledgments ...
Chip Huyen of Claypot AI— ML Research and Production Pipelines
... intro/bio 0:52 Chip's journey into tech/ML 9 ... Chip Huyen on Machine Learning Interviews (Full Stack Deep Learning - November 2019).
About the author · MLIB - Chip Huyen
In 2021, she created and taught Machine Learning Systems Design, also at Stanford. She is also the author of four Vietnamese books that have sold more than ...
Chapter 8. Machine learning algorithms · MLIB - Chip Huyen
Introduction to Machine Learning Interviews Book · Target audience · About the questions · About the answers · Gaming the interview process · Acknowledgments ...
Chapter 5. Math · MLIB - Chip Huyen
Introduction to Machine Learning Interviews Book · Target audience · About the ... There are many courses and books that promise you machine learning mastery with ...
8.1.1 Overview: Basic algorithm · MLIB - Chip Huyen
Introduction to Machine Learning Interviews Book · Target audience · About the questions · About the answers · Gaming the interview process · Acknowledgments ...
Chapter 6. Computer Science · MLIB - Chip Huyen
This chapter addresses the three major aspects of computer science that are covered in machine learning interviews: algorithms, complexity and numerical ...
1.1.3.1 Production cycle · MLIB - Chip Huyen
Introduction to Machine Learning Interviews Book · Target audience · About the questions · About the answers · Gaming the interview process · Acknowledgments ...
6.3.1 Data structures · MLIB - Chip Huyen
Introduction to Machine Learning Interviews Book · Target audience · About the questions · About the answers · Gaming the interview process · Acknowledgments ...
2.3.1 Behavioral questions · MLIB - Chip Huyen
Introduction to Machine Learning Interviews Book · Target audience · About the questions · About the answers · Gaming the interview process · Acknowledgments ...
1.1.3.2 Machine learning engineer vs. software engineer · MLIB
Some just add an interview specially focused on ML on top of their existing interview process for SWE, making their MLE process a bit longer than their SWE ...
2.1.1.5 Do I need a Ph.D. to work in machine learning? - Chip Huyen
D. is needed often cite job posts for research scientists that list “Ph.D.” as a requirement. First, research scientist roles make up a very small portion of ...
1.1.1 Working in research vs. working in production - Chip Huyen
Introduction to Machine Learning Interviews Book · Target audience · About the questions · About the answers · Gaming the interview process · Acknowledgments ...
Research vs production - Machine learning systems design
Introduction. This part contains 27 open-ended questions that test your ability to put together what you've learned to design systems to solve practical ...
5.2.1.1 Basic concepts to review · MLIB - Chip Huyen
Introduction to Machine Learning Interviews Book · Target audience · About the questions · About the answers · Gaming the interview process · Acknowledgments ...
Design a machine learning system - Chip Huyen
There are generally four main components of the process: project setup, data pipeline, modeling (selecting, training, and debugging your model), and serving ( ...
1.1.2.1 Research vs. applied research · MLIB - Chip Huyen
Introduction to Machine Learning Interviews Book · Target audience · About the questions · About the answers · Gaming the interview process · Acknowledgments ...
2.3.1.1 Background and resume · MLIB - Chip Huyen
Introduction to Machine Learning Interviews Book · Target audience · About the questions · About the answers · Gaming the interview process · Acknowledgments ...