字节跳动Video/Image AI/ML多媒体算法实习生-音视频技术
实习兼职A90933A地点：深圳状态：招聘
工作描述
任职要求 1、2027届博士学位在读，计算机科学、软件工程相关专业优先； 2、熟悉Transformer架构及主流多模态大模型（MLLM），具有相关实现或研究经验者优先； 3、了解常见视频处理算法，如锐化（Sharpen filter）、降噪模型（De-noise Model）等； 4、具备机器学习或深度学习经验，熟悉TensorFlow/PyTorch等深度学习框架； 5、了解视频编码标准（AVC、HEVC、AV1、VP9等），并具有视频编码器设计经验，具备嵌入式处理器经验（如ARM Cortex M0/M3/M4或RISC-V架构）及RTOS实时…
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包括英文材料
学历+
Transformer+
https://huggingface.co/learn/llm-course/en/chapter1/4
Breaking down how Large Language Models work, visualizing how data flows through.
https://poloclub.github.io/transformer-explainer/
An interactive visualization tool showing you how transformer models work in large language models (LLM) like GPT.
https://www.youtube.com/watch?v=wjZofJX0v4M
Breaking down how Large Language Models work, visualizing how data flows through.
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
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/
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.
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