阿里巴巴基于大语言模型和OpenAPI的云平台智能运维系统-阿里星
实习兼职阿里巴巴2027届实习生地点:北京 | 杭州状态:招聘
工作描述
任职要求 1、拥有计算机科学或相关领域的博士学位,研究方向为人工智能、机器学习、自然语言处理或分布式系统; 2、在上述领域的顶级学术会议或期刊上拥有出色的论文发表记录; 3、对现代LLM(尤其是基于Transformer的架构)有深刻的理解,并具备应用、微调和评估这些模型的实践经验; 4、具备出色的编程能力,精通Python及至少一种主流深度学习框架(如PyTorch、TensorFlow)。 【加分项】 1、熟悉云计算产品、技术和OpenAPI,了解如何构建基于云的运维系统; 2、有构建能够与外部工具或环境交互的AI智能体(AI Agent)的实际经验; 3、熟悉现代云原生技术栈,包括微服务架构、容器化(Kubernetes)以及可观测性工具(如Prometheus、Jaeger、ELK Stack); 4、对AIOps领域的当前研究现状和公开基准(如AIOpsLab、OpenRCA、LogEval)有深入了解者优先; 5、具备处理和推理异构数据(如日志、指标、追踪)…
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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.
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.
分布式系统+
https://www.distributedsystemscourse.com/
The home page of a free online class in distributed systems.
https://www.youtube.com/watch?v=7VbL89mKK3M&list=PLOE1GTZ5ouRPbpTnrZ3Wqjamfwn_Q5Y9A
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
Transformer+
https://huggingface.co/learn/llm-course/en/chapter1/4
Breaking down how Large Language Models work, visualizing how data flows through.
https://poloclub.github.io/transformer-explainer/
An interactive visualization tool showing you how transformer models work in large language models (LLM) like GPT.
https://www.youtube.com/watch?v=wjZofJX0v4M
Breaking down how Large Language Models work, visualizing how data flows through.
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.
深度学习+
https://d2l.ai/
Interactive deep learning book with code, math, and discussions.
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.
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实习阿里巴巴2027
1. 计算机科学/人工智能/机器学习等相关领域的硕士或博士,具备扎实的编程基础(Python/C++/Java),熟悉常用算法与数据结构。 2. 掌握机器学习基础理论,了解搜、推、广系统/自然语言处理
更新于 2026-03-17北京|杭州
实习阿里巴巴2027
1. 计算机科学/人工智能/机器学习等相关领域的硕士或博士,具备扎实的编程基础(Python/C++/Java),熟悉常用算法与数据结构。 2. 掌握机器学习基础理论,了解搜、推、广系统/自然语言处理
更新于 2026-03-17北京|杭州