快手推荐算法工程师-【极速版单列推荐】
社招全职1-3年J0011地点:北京状态:招聘
任职要求
1、优秀的编码与代码控制能力, 有扎实的数据结构和算法功底; 2、熟悉Linux开发环境,熟悉C++和Python语言; 3、熟悉tensorflow或pytorch; 4、…
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工作职责
1、参与数亿级用户和作者规模的视频推荐系统优化,提升用户留存率、时长、vv和互动等核心指标,为用户和作者提供更好的匹配,实现用户、作者和平台的共赢; 2、参与超大规模机器学习、深度学习领域的技术研发工作,包括但不限于神经网络模型设计与优化、强化学习、迁移学习、主动学习等的算法和系统研发等; 3、针对海量用户行为数据,提供分布式的算法实现的解决方案,大幅提升算法计算规模和性能; 4、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; 5、和产品、运营团队合作,共同优化社区生态,提供给快手用户更好的推荐体验,满足用户对内容精准性、多样性、实效性、有用性等多维需求。
包括英文材料
数据结构+
https://www.youtube.com/watch?v=8hly31xKli0
In this course you will learn about algorithms and data structures, two of the fundamental topics in computer science.
https://www.youtube.com/watch?v=B31LgI4Y4DQ
Learn about data structures in this comprehensive course. We will be implementing these data structures in C or C++.
https://www.youtube.com/watch?v=CBYHwZcbD-s
Data Structures and Algorithms full course tutorial java
算法+
https://roadmap.sh/datastructures-and-algorithms
Step by step guide to learn Data Structures and Algorithms in 2025
https://www.hellointerview.com/learn/code
A visual guide to the most important patterns and approaches for the coding interview.
https://www.w3schools.com/dsa/
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
还有更多 •••
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