高德地图算法实习生(NLP/大模型方向)-信息研发团队
实习兼职高德研究型实习生地点:北京状态:招聘
工作描述
任职要求 1.硕士及以上学位,计算机、通信、自动化、电子、数学、统计、物理等理工科专业。 2.熟练掌握传统机器学习、深度学习和大模型相关的理论知识,有一定的搜广推或者大模型相关的实际项目经验或实习经历。 3.具备扎实的编程基础,熟悉C、C++、Python等编程语言,以及主流深度学习工具如PyTorch、Te…
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包括英文材料
学历+
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.
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.
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相关职位
实习算法
-熟练掌握Python编程语言,具备扎实的编程基础和良好的代码风格,熟悉C++者优先; -具备良好的数学基础,熟悉机器学习、深度学习基本原理,对NLP、大模型技术有浓厚兴趣,有相关课程学习或项目经验者
更新于 2025-12-01北京

实习
1、2027届应届硕士或博士毕业生,计算机、数学或相关专业,具备扎实的数学基础; 2、熟练掌握常见数据结构和算法,至少精通Java、C/C++、Python中的一门编程语言; 3、熟悉机器学习、自然语
更新于 2026-02-13上海|广州

实习算法
1、计算机、人工智能、信息安全等相关专业本科或硕士在读学生,至少实习3个月,每周出勤4天及以上; 2、熟练掌握 Python,熟悉 PyTorch 或 Hugging Face Transformer
更新于 2026-01-21北京