苹果Machine Learning Engineer Intern - Shanghai
实习兼职Students地点:上海状态:招聘
任职要求
Minimum Qualifications Currently pursuing a BS, MS, or PhD in Computer Science, Artificial Intelligence, Machine Learning, Data Science, Computer Vision, or a related field. Available to join internship for 3-6 months full-time. Solid foundation in machine learning algorithm development and data architecture, with deep knowledge of traditional ML algorithms and deep learning frameworks (PyTorch, TensorFlow). Strong programming skills in Python and ML libr…
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工作职责
Design, develop, and optimize core machine learning models and data architectures to support manufacturing processes. Develop advanced multimodal and LLM-based models for hardware test reasoning and analysis. Integrate core ML capabilities into central frameworks, ensuring seamless end-to-end functionality and system optimization. Collaborate with cross-functional teams to validate, debug, and deploy production-ready algorithms to real-world factory infrastructures.
包括英文材料
算法+
https://roadmap.sh/datastructures-and-algorithms
Step by step guide to learn Data Structures and Algorithms in 2025
https://www.hellointerview.com/learn/code
A visual guide to the most important patterns and approaches for the coding interview.
https://www.w3schools.com/dsa/
PyTorch+
https://datawhalechina.github.io/thorough-pytorch/
PyTorch是利用深度学习进行数据科学研究的重要工具,在灵活性、可读性和性能上都具备相当的优势,近年来已成为学术界实现深度学习算法最常用的框架。
https://www.youtube.com/watch?v=V_xro1bcAuA
Learn PyTorch for deep learning in this comprehensive course for beginners. PyTorch is a machine learning framework written in Python.
TensorFlow+
https://www.youtube.com/watch?v=tpCFfeUEGs8
Ready to learn the fundamentals of TensorFlow and deep learning with Python? Well, you’ve come to the right place.
https://www.youtube.com/watch?v=ZUKz4125WNI
This part continues right where part one left off so get that Google Colab window open and get ready to write plenty more TensorFlow code.
还有更多 •••