字节跳动推荐算法高级工程师-抖音UGC
社招全职A21831地点:上海状态:招聘
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
推荐系统+
[英文] Recommender Systems
https://www.d2l.ai/chapter_recommender-systems/index.html
Recommender systems are widely employed in industry and are ubiquitous in our daily lives.
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.
强化学习+
https://cloud.google.com/discover/what-is-reinforcement-learning?hl=en
Reinforcement learning (RL) is a type of machine learning where an "agent" learns optimal behavior through interaction with its environment.
https://huggingface.co/learn/deep-rl-course/unit0/introduction
This course will teach you about Deep Reinforcement Learning from beginner to expert. It’s completely free and open-source!
https://www.kaggle.com/learn/intro-to-game-ai-and-reinforcement-learning
Build your own video game bots, using classic and cutting-edge algorithms.
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.
OpenCV+
https://learnopencv.com/getting-started-with-opencv/
At LearnOpenCV we are on a mission to educate the global workforce in computer vision and AI.
https://opencv.org/university/free-opencv-course/
This free OpenCV course will teach you how to manipulate images and videos, and detect objects and faces, among other exciting topics in just about 3 hours.
相关职位
社招3-5年网易游戏(雷火)
1.负责UGC推荐系统的设计与优化、功能开发跟进、配置等工作,提升内容推荐的效率和精准程度; 2.负责UGC地图的游玩流程优化,包含房间、邀请、匹配、结算、任务及奖励、成就等模块; 3.负责UGC创作生态在端内的系统设计与优化,优化作品管理,提供创作目标,优化流量获得、粉丝积累等创作反馈; 4.负责UGC编辑器的新手教学,新功能公告,资源共享共创等模块的设计和跟进。
更新于 2025-08-04
社招网易游戏(互娱)
1、挖掘并引入从事各类编辑器开发的游戏工作室,跟进政策谈判和合同签约事宜,并持续进行商务关系维系; 2、拓展全国高校线下合作资源,推进蛋仔派对编辑器相关课程落地,为高校线下推广覆盖率和课程人数参与率负责;
更新于 2025-06-19
实习网易云音乐
1、根据网易云音乐业务需要,高效完成UGC内容发布、推广、审核、结算等运营工作。 2、根据UGC内容,不断优化运营思路,加强创作者沟通,提升审核效率,迭代结算方案等。 3、协助内部各个部门沟通对接,有较强的内外部沟通能力、社群运营意识和风险意识。 4、根据业务要求,高效完成其他需要支持的工作。
更新于 2025-06-13