千问算法实习生 - 医疗方向(研究型)
实习兼职日常实习生地点:北京 | 杭州状态:招聘
工作描述
任职要求 1.教育背景:计算机、人工智能、数学等相关专业硕士/博士在读,保证每周可全职实习 4 天及以上,实习期不少于 6 个月。 2.算法功底:具备扎实的深度学习与强化学习理论功底,熟悉 PPO、DPO、GRPO 等主流对齐算法,有相关项目实战经验者优先。 3.工程能力:精通 Python 编程,熟练掌握 PyTorch 等主流深度学习框架;了解或熟练使用 Megatron-LM、DeepSpeed 等分布式训练框架及微调工具链。 4.学术素养:具备优秀的英文文献调研与复现能力,能够快速追踪并验证前沿论文在业务场景中的有效性。985/211优先。 【加分项(满足…
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包括英文材料
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/
深度学习+
https://d2l.ai/
Interactive deep learning book with code, math, and discussions.
强化学习+
https://cloud.google.com/discover/what-is-reinforcement-learning?hl=en
Reinforcement learning (RL) is a type of machine learning where an "agent" learns optimal behavior through interaction with its environment.
https://huggingface.co/learn/deep-rl-course/unit0/introduction
This course will teach you about Deep Reinforcement Learning from beginner to expert. It’s completely free and open-source!
https://www.kaggle.com/learn/intro-to-game-ai-and-reinforcement-learning
Build your own video game bots, using classic and cutting-edge algorithms.
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.
Megatron+
https://www.youtube.com/watch?v=hc0u4avAkuM
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