美团大模型数据实习生
实习兼职核心本地商业-基础研发平台地点:北京 | 上海状态:招聘
任职要求
1.大学本科及以上学历,计算机、人工智能、NLP等相关专业优先; 2.对大模型有浓厚兴趣,具备较强的数据分析和处理能力、较强的编码能力; 3.具备扎实的机器学习、深度学习、NLP相关理论基础,熟悉TensorFlow、PyTorch等主流框架; 4.具备团队合作精神,沟通能力强,能够承担…
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工作职责
1.参与大模型基座预训练数据的研发和优化工作,包括数据处理、模型训练和评估等环节; 2.负责数据解析、清洗、去重、增强、合成、配比等相关工作,构建高质量数据集,通过数据策略驱动模型能力提升; 3.参与大模型基座的训练、评估研究,持续改进模型性能和效果; 4.协助团队完成相关项目任务,保证项目进度和质量。
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.
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
数据分析+
[英文] Data Analyst Roadmap
https://roadmap.sh/data-analyst
Step by step guide to becoming an Data Analyst in 2025
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.
深度学习+
https://d2l.ai/
Interactive deep learning book with code, math, and discussions.
还有更多 •••