快手推荐算法工程师 - 【同城推荐】
社招全职1-3年J0011地点:北京状态:招聘
任职要求
1、熟悉Linux环境,掌握C++、Java和Python中的至少两种,优秀的编码能力, 扎实的数据结构和算法功底; 2、熟悉大规模数据挖掘、机器学习…
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工作职责
1、参与快手同城页视频和直播的推荐优化,提升停留时长、点击率、互动率、留存率等核心指标; 2、通过超大规模机器学习模型和系统,优化召回、粗排、精排、重排模块中的策略算法和模型; 3、参与搭建推荐系统框架,提供高并发,大数据,高效可靠的线上服务; 4、探索Listwise Rerank、强化学习、元学习、因果推断、迁移学习、知识蒸馏、图模型等前沿技术的落地。
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
C+++
https://www.learncpp.com/
LearnCpp.com is a free website devoted to teaching you how to program in modern C++.
https://www.youtube.com/watch?v=ZzaPdXTrSb8
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.
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.
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