
智能互联淘天算法技术-大模型&Agent算法工程师-杭州
社招全职1年以上地点:杭州状态:招聘♡ 收藏
工作描述
任职要求 1. 计算机、人工智能、机器学习或相关专业本科及以上学历(硕士优先),具备 1–5 年工作经验; 2. 熟练掌握 Python,熟悉 PyTorch 或 TensorFlow 框架,理解 Transformer 架构与大语言模型基本原理; 3. 具备大模型后训练实践经验,熟悉 Prompt Tuning、LoRA、RLHF、RAG 等主流方法,能独立完成小规模实验与调优。 加分项: 1. 有智能体(Agent)实际落地经验,熟悉 LangChain、LlamaIndex、AutoGPT 等框架; 2. 了解多模态内容理解、模型压缩或推理加速技术; 3. 有真实业务场景中的大模型应用案例,或在开源社区有贡献。 工作职责 我们是一支充满活力与技术深度的自营行业算法团队,致力于驱动天猫超市、天猫国际等核心自营业务的智能化升级。在这里,我们不仅用数据理解消费趋势,更用算法重塑商品运营与客户服务——从“人工经验驱动”到“AI自主决策”,构建更具竞争力的商品供给与更高效、可规模化的智能服务体系。 …
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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+
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.
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.
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
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