大疆中/高级后端开发工程师(数据挖掘)
社招全职4年以上软件地点:深圳状态:招聘
任职要求
1. 计算机相关专业本科及以上学历,具备4年及以上相关工作经验 2. 具备4年以上数据工程或机器学习工程经验,熟练掌握Python、SQL 熟悉Spark/Flink/Beam或同类大规模数据处理框架之一 3. 拥有TB级数据处理与性能…
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工作职责
1. 构建端到端的训练数据流水线,包括数据切片、过滤、融合、去重与配比、版本发布及可复现构建 2. 负责数据挖掘与样本工程,包括难例与长尾数据挖掘,并将基于元数据或向量嵌入/检索的挖掘逻辑产品化为可复用的数据管线 3. 与部门侧进行对接,支持数据加载、缓存及分布式IO等相关工作 4. 与其他团队协作,参与相关方案的设计与开发。
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.
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.
SQL+
https://liaoxuefeng.com/books/sql/introduction/index.html
什么是SQL?简单地说,SQL就是访问和处理关系数据库的计算机标准语言。
https://sqlbolt.com/
Learn SQL with simple, interactive exercises.
https://www.youtube.com/watch?v=p3qvj9hO_Bo
In this video we will cover everything you need to know about SQL in only 60 minutes.
还有更多 •••