TCLPython开发实习生(AI工程方向)
实习兼职研发技术类地点:深圳状态:招聘
任职要求
1.计算机科学、软件工程、电子信息等相关专业本科及以上在读,2027届毕业生; 2.掌握Python、Shell等脚本开发语言,熟悉Linux基本操作,具备良好的代码规范意识; 3.了解机器学习与深度学习基本原理,掌握常见ML框架(如PyTorch/Tens…
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工作职责
1.参与流水线工具及Agent平台的需求开发与迭代,完成功能交付并持续改善用户体验; 2.跟踪流水线、Agent及CloudIDE等平台的线上反馈问题,挖掘典型问题,识别质量风险并推动闭环; 3.深入业务场景,依据数据驱动体验优化,定位并修复用户体验类问题; 4.基于端侧开源生成式模型,开展模型微调、量化与性能优化,满足端侧业务需求; 5.跟进端侧大模型及Agent前沿论文,实现可复现Demo,构建端侧推理模型与Agent框架原型; 6.与跨团队成员高效协作,推动问题有序解决,沉淀工具开发经验与技术文档,表现优秀者可获转正机会。
包括英文材料
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.
Bash+
[英文] The Bash Guide
https://guide.bash.academy/
A quality-driven guide through the shell's many features.
https://www.youtube.com/watch?v=tK9Oc6AEnR4
Understanding how to use bash scripting will enhance your productivity by automating tasks, streamlining processes, and making your workflow more efficient.
脚本+
[英文] Scripting language
https://en.wikipedia.org/wiki/Scripting_language
https://zhuanlan.zhihu.com/p/571097954
一个脚本通常是解释执行而非编译。脚本语言通常都有简单、易学、易用的特性,目的就是希望能让程序员快速完成程序的编写工作。
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
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.
还有更多 •••