网易大模型算法实习生
实习兼职网易有道地点:北京状态:招聘
任职要求
硕士及以上学历,计算机、人工智能、自然语言处理、机器学习等相关专业优先; 具备优秀的动手能力,熟练掌握 Linux 环境下的 Python/PyTorch 开发,代码风格规范; 拥有扎实的算法理论基础和丰富的算法研发经验,对大模型及相关领域算法有深入研究和理解; 具备高度的责任心和自驱力,优秀的沟通能力和团队协作精神,能够积极推动项目落地; 具备以下经验者优先: 智能 Agent 相关项目经验,了解 Agent 的核心思想和常用框架,有 Agent 搭建或应用经验; RAG (检索增强生成) 相关实习或研究经历,熟悉 RAG 流程的各个环节,包括文档解析、向量检索等; 大模型训练、微调、评测经验,熟悉常用的大模型训练框架和优化方法; 多模态文档识别与理解经验,熟悉 OCR、版面分析、信息抽取等技术,有处理复杂文档的经验。 我们希望你: 对大模型技术充满热情,渴望探索前沿算法并将其应用于实际场景; 具备优秀的学习能力和解决问题的能力,能够快速适应新的技术和挑战; 乐于分享和交流,能够积极参与团队合作,共同推动技术创新。
工作职责
参与前沿大模型算法的研发与落地应用,方向包括但不限于:智能 Agent、Deep Research、多模态大模型、检索增强生成 (RAG) 等; 紧跟领域最新技术动态,探索创新算法方法,并积极推动科研成果的产出; 参与技术方案讨论、算法设计与实现、模型训练与优化等研发工作,保证项目进度和研发质量; 持续学习和掌握最新的大模型相关技术,并应用于实际产品和项目中,解决实际问题。
包括英文材料
学历+
NLP+
https://www.youtube.com/watch?v=fNxaJsNG3-s&list=PLQY2H8rRoyvzDbLUZkbudP-MFQZwNmU4S
Welcome to Zero to Hero for Natural Language Processing using TensorFlow!
https://www.youtube.com/watch?v=R-AG4-qZs1A&list=PLeo1K3hjS3uuvuAXhYjV2lMEShq2UYSwX
Natural Language Processing tutorial for beginners series in Python.
https://www.youtube.com/watch?v=rmVRLeJRkl4&list=PLoROMvodv4rMFqRtEuo6SGjY4XbRIVRd4
The foundations of the effective modern methods for deep learning applied to NLP.
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.
Linux+
https://ryanstutorials.net/linuxtutorial/
Ok, so you want to learn how to use the Bash command line interface (terminal) on Unix/Linux.
https://ubuntu.com/tutorials/command-line-for-beginners
The Linux command line is a text interface to your computer.
https://www.youtube.com/watch?v=6WatcfENsOU
In this Linux crash course, you will learn the fundamental skills and tools you need to become a proficient Linux system administrator.
https://www.youtube.com/watch?v=v392lEyM29A
Never fear the command line again, make it fear you.
https://www.youtube.com/watch?v=ZtqBQ68cfJc
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.
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/
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
AI agent+
https://www.ibm.com/think/ai-agents
Your one-stop resource for gaining in-depth knowledge and hands-on applications of AI agents.
RAG+
https://www.youtube.com/watch?v=sVcwVQRHIc8
Learn how to implement RAG (Retrieval Augmented Generation) from scratch, straight from a LangChain software engineer.
OCR+
https://www.ibm.com/think/topics/optical-character-recognition
Optical character recognition (OCR) is a technology that uses automated data extraction to quickly convert images of text into a machine-readable format.
https://www.youtube.com/watch?v=or8AcS6y1xg
Optical character recognition (OCR) is sometimes referred to as text recognition.
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