快手推荐算法工程师【内容生态算法】
社招全职1-3年J0011地点:北京状态:招聘
任职要求
1、计算机科学、数学、人工智能、统计学、人工智能等相关专业,熟悉机器学习、人工智能、大模型等领域的基础知识和理论,在相关领域顶级会议上发表论文或具备实际应用经验者优先; 2、熟悉Linux、C++、Java、Python等至少一种编程语言,具有优秀的代码能力; 3、善于阅读文献,快速学习,具备优秀的分析和解决问题的能力以及逻辑思维能力,能够独立思考…
登录查看完整任职要求
微信扫码,1秒登录
工作职责
1、参与优化快手内容生态,基于大模型内容理解搭建更准确的内容质量评估,设计合理的分发机制,通过算法优化改善内容生态和创作者生态; 2、参与亿级用户规模的视频推荐算法设计,优化新作品冷启分发效率,提升时长、留存率等核心指标; 3、深入理解业务以及快手推荐系统,寻找短期、长期不同视角下的业务增长空间,不断完善推荐系统; 4、探索和研究最前沿的技术,结合实际应用场景,产出有效的业界领先的技术解决方案。
包括英文材料
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.
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
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.
还有更多 •••