字节跳动广告场景下的生成式搜广推大模型技术研究-国际化电商广告(北京/上海/杭州)
校招全职A49487地点:北京状态:招聘♡ 收藏
工作描述
任职要求 1、2027届毕业,获得博士学位,人工智能、计算机、自然语言处理、计算机视觉等相关专业优先; 2、掌握机器学习/深度学习的基础理论,熟悉主流算法和模型框架,具备一定的实践经验; 3、熟悉C++/Python,有扎实的编程基础和良好的工程意识,能结合工程设计落地算法方案; 4、工作态度积极主动,有强烈的主人翁意识和良好的团队协作精神,愿意接受有挑战性的工作,具有刨根问底的精神; 5、优秀的分析和解决问题的能力,逻辑清晰,具有严谨科学的实验习惯; 6、加分项: 1)有顶会论文发表,或在顶级算法赛事中获得优异名次; 2)有搜广推算法、大语言模型、强化学习、Agentic AI等相关实践经验。 工作职责 团队介绍:国际化电商广告团队始终以广告主为核心,追求技术…
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包括英文材料
学历+
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.
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.
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/
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
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