阿里巴巴日常实习生-AI安全算法工程师-Qwen基础模型
实习兼职阿里巴巴日常实习生地点:北京 | 杭州 | 上海状态:招聘
工作描述
任职要求 1. 计算机、机器学习、人工智能、信息安全等相关专业,硕士及以上学历。 2. 具有大模型安全对齐(Safety Alignment)、内容安全、对抗鲁棒性等方向的实践经验,熟悉 RLHF / DPO / Constitutional AI 等对齐技术。 3. 精通 Python 及 PyTorch 等深度学习框架,具备扎实的工程能力,能够独立完成从数据构建、模型训练到在线部署的全链路工作。 4. 具备优秀的对抗性思维与风险敏感度,能够从攻击者视角系统性地发现和评估模型安全隐患。 加分项: 1. 在 AI 安全、对抗攻击与防御、可信 AI 等方向有深入研究,曾在 NeurIPS、ICLR、ICML、ACL、USENIX Security、IEEE S&P 等顶级会议或期刊发表论文。 2. 熟悉主流 Red Teaming 框架与方法论,有实际攻防对抗经验。 3. 具备 Agent 安全、工具调用安全、多模态安全等新兴安全方向的研究或落地经验。 4. 拥有知名安全相关开源项目贡献经历,或在 AI 安全社区具…
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包括英文材料
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.
学历+
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
RLHF+
[英文] What is RLHF?
https://aws.amazon.com/what-is/reinforcement-learning-from-human-feedback/
Reinforcement learning from human feedback (RLHF) is a machine learning (ML) technique that uses human feedback to optimize ML models to self-learn more efficiently.
https://www.ibm.com/think/topics/rlhf
Reinforcement learning from human feedback (RLHF) is a machine learning technique in which a “reward model” is trained with direct human feedback, then used to optimize the performance of an artificial intelligence agent through reinforcement learning.
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.
深度学习+
https://d2l.ai/
Interactive deep learning book with code, math, and discussions.
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