字节跳动大模型算法实习生-国际支付
实习兼职A31654地点:深圳状态:招聘♡ 收藏
工作描述
任职要求 1、硕士及以上学位在读,人工智能、计算机、模式识别等相关专业; 2、具有优秀的编程基础,熟练使用Python/C++等至少一种编程语言,熟练使用TensorFlow/PyTorch等至少一种深度学习框架,ACM/ICPC、NOI/IOI、TopCoder、Kaggle等比赛获奖者优先;有NLP、CV、数据处理等相关优质论文发表、比赛获奖或项目经验优先; 3、熟悉Attention、Transformer、BERT、GPT等常用模型结构,熟悉LLaMA、ChatGLM等开源大模型原理与实现,有开源模型调优训练经验者优先; 4、优秀的分析和解决问题的能力,对解决具有挑…
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包括英文材料
学历+
模式识别+
https://www.mathworks.com/discovery/pattern-recognition.html
Pattern recognition is the process of classifying input data into objects, classes, or categories using computer algorithms based on key features or regularities.
https://www.microsoft.com/en-us/research/wp-content/uploads/2006/01/Bishop-Pattern-Recognition-and-Machine-Learning-2006.pdf
Pattern recognition has its origins in engineering, whereas machine learning grew out of computer science.
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.
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
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.
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.
深度学习+
https://d2l.ai/
Interactive deep learning book with code, math, and discussions.
ICPC+
https://icpc.global/
The International Collegiate Programming Contest is an algorithmic programming contest for college students.
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