字节跳动数据科学家(模型算法方向)-抖音
社招全职S1117地点:上海状态:招聘
任职要求
1、本科或以上学历,数学、统计学、经济学、计算机专业优先; 2、有统计、时间序列、机器学习、深度学习相关研究或工作经验者优先; 3、熟练掌握Python的各类数据分析库(Pandas、Scikit-…
登录查看完整任职要求
微信扫码,1秒登录
工作职责
1、负责构建字节跳动各产品用户增长相关的统计时序模型和机器学习模型,指导拉新、促活等场景的业务决策; 2、深入了解各业务线的当前难点,设计新的实验和模型方案解决这些困境; 3、将各业务线共有的问题抽象为统一的数学框架,并向各业务线分析师输出提炼后的方法论; 4、对较难处理的A/B实验(弱显著、弱观测等场景)作出进阶的统计或机器学习处理,提供有效的分析结论; 5、其他各种增长战略/战术决策相关的推演或建模工作。
包括英文材料
学历+
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.
深度学习+
https://d2l.ai/
Interactive deep learning book with code, math, and discussions.
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.
数据分析+
[英文] Data Analyst Roadmap
https://roadmap.sh/data-analyst
Step by step guide to becoming an Data Analyst in 2025
还有更多 •••
相关职位
错误:empty query