美团【转正实习】广告算法工程师
实习兼职核心本地商业-业务研发平台地点:北京 | 上海 | 成都状态:招聘
任职要求
1.熟练掌握Linux下面向对象编程(熟悉Java更佳); 2.熟悉常用的NLP、图嵌入Embedding、模型预估等机制学习或深度学习算法; 3.对数据敏感,有较强数据分析和解决问题能力; 4.自驱主动,沟通…
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工作职责
1.负责美团核心本地商业下全流量场景下的广告相关算法策略的研究及开发工作; 2.参与海量数据下的大规模触发召回技术及相关性研发; 3.参与大规模CTR/CVR预估模型算法及系统的研发; 4.O2O广告模式、机制策略的探索研究; 5.基于强化学习和自动控制算法的智能出价研究; 6.广告程序化创意的探索研究。
包括英文材料
Linux+
https://ryanstutorials.net/linuxtutorial/
Ok, so you want to learn how to use the Bash command line interface (terminal) on Unix/Linux.
https://ubuntu.com/tutorials/command-line-for-beginners
The Linux command line is a text interface to your computer.
https://www.youtube.com/watch?v=6WatcfENsOU
In this Linux crash course, you will learn the fundamental skills and tools you need to become a proficient Linux system administrator.
https://www.youtube.com/watch?v=v392lEyM29A
Never fear the command line again, make it fear you.
https://www.youtube.com/watch?v=ZtqBQ68cfJc
Java+
https://www.youtube.com/watch?v=eIrMbAQSU34
Master Java – a must-have language for software development, Android apps, and more! ☕️ This beginner-friendly course takes you from basics to real coding skills.
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.
深度学习+
https://d2l.ai/
Interactive deep learning book with code, math, and discussions.
还有更多 •••