长鑫存储算法工程师实习生 I Algorithm Trainee(J16919)
实习兼职信息技术类地点:合肥状态:招聘
任职要求
1.计算机科学,电子信息科学,微电子等相关背景,硕士研二及以上,在深度学习某个领域有较深入的研究,包括但不限于:图像/视频生成、分类/分割/检测、多模态理解、大模型微调等; 2.扎实的C/C++/Python开发功底,熟悉Pytorch、TensorFlow等主流深度学习框架; 3.具备良好的团队协作精神,目标导向,行动力强,勇于接受挑战和有较强的抗压能力 ; 4.出色的文献研究能力和沟通能力,乐于分享自己的研究兴趣和实践成果; 5.具有扎实的数学理论功底,有志于通过持续学习和项目实践,成长为AIForEDA领域的技术专家 ; 下列附加项为加分项: a.在AI相关的技术领域有自己独立开发的开源项目 b.有参加过kaggle机器学习比赛并获得奖项的项目经历 c.在机器学习领域有顶会或期刊的论文发表,包括但不限于CVPR,ECCV,NIPS等
工作职责
岗位职责: 1.在芯片设计、验证、制造、测试环节中定义 AI 算法能解决的业务边界,为业务赋能 ; 2.负责CV/多模态/AIGC相关模型优化和迭代,包含图像理解、生成等前沿技术; 3.评估先进的AI模型,包括模型的训练,技术指标的评测和算法的调优工作; 4.跟踪算法发展的新趋势和新技术,并能不断应用于算法开发过程中,优化算法效果。
包括英文材料
深度学习+
https://d2l.ai/
Interactive deep learning book with code, math, and discussions.
大模型+
https://www.youtube.com/watch?v=xZDB1naRUlk
You will build projects with LLMs that will enable you to create dynamic interfaces, interact with vast amounts of text data, and even empower LLMs with the capability to browse the internet for research papers.
https://www.youtube.com/watch?v=zjkBMFhNj_g
C+
https://www.freecodecamp.org/chinese/news/the-c-beginners-handbook/
本手册遵循二八定律。你将在 20% 的时间内学习 80% 的 C 编程语言。
https://www.youtube.com/watch?v=87SH2Cn0s9A
https://www.youtube.com/watch?v=KJgsSFOSQv0
This course will give you a full introduction into all of the core concepts in the C programming language.
https://www.youtube.com/watch?v=PaPN51Mm5qQ
In this complete C programming course, Dr. Charles Severance (aka Dr. Chuck) will help you understand computer architecture and low-level programming with the help of the classic C Programming language book written by Brian Kernighan and Dennis Ritchie.
C+++
https://www.learncpp.com/
LearnCpp.com is a free website devoted to teaching you how to program in modern C++.
https://www.youtube.com/watch?v=ZzaPdXTrSb8
Python+
https://liaoxuefeng.com/books/python/introduction/index.html
中文,免费,零起点,完整示例,基于最新的Python 3版本。
https://www.learnpython.org/
a free interactive Python tutorial for people who want to learn Python, fast.
https://www.youtube.com/watch?v=K5KVEU3aaeQ
Master Python from scratch 🚀 No fluff—just clear, practical coding skills to kickstart your journey!
https://www.youtube.com/watch?v=rfscVS0vtbw
This course will give you a full introduction into all of the core concepts in python.
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.
Kaggle+
[英文] Kaggle Learn
https://www.kaggle.com/learn
Gain the skills you need to do independent data science projects.
机器学习+
https://www.youtube.com/watch?v=0oyDqO8PjIg
Learn about machine learning and AI with this comprehensive 11-hour course from @LunarTech_ai.
https://www.youtube.com/watch?v=i_LwzRVP7bg
Learn Machine Learning in a way that is accessible to absolute beginners.
https://www.youtube.com/watch?v=NWONeJKn6kc
Learn the theory and practical application of machine learning concepts in this comprehensive course for beginners.
https://www.youtube.com/watch?v=PcbuKRNtCUc
Learn about all the most important concepts and terms related to machine learning and AI.
CVPR+
https://cvpr.thecvf.com/
ECCV+
https://eccv.ecva.net/
ECCV is the official event under the European Computer Vision Association and is biannual on even numbered years.
NeurIPS+
https://neurips.cc/
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