商汤大装置-AI产品原型开发实习生
实习兼职算法地点：上海状态：招聘
工作描述
任职要求 1. 计算机、人工智能等相关专业本科高年级或硕士在校生，具备扎实的编程与逻辑基础。 2. 核心代码能力：熟练掌握Python，能使用Streamlit/Gradio构建Demo；熟悉Git及基本Linux操作。 3. 大模型技术栈认知：深入理解Transformer核心原理；熟悉LangChain/LlamaI…
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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.
Streamlit+
[英文] Tutorials
https://docs.streamlit.io/develop/tutorials
Our tutorials include step-by-step examples of building different types of apps in Streamlit.
https://www.youtube.com/watch?v=d7fnzDQ5qM8
the essential concepts and practicals to help you get started with Streamlit in this crash course
https://www.youtube.com/watch?v=o8p7uQCGD0U
In this mini course, you'll learn about Streamlit, a fantastic Python UI library that allows you to make interfaces very quickly.
Git+
https://www.youtube.com/watch?v=rH3zE7VlIMs
Learn Git from start to finished in this full course written by ThePrimeagen.
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
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
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.
LangChain+
https://python.langchain.com/docs/tutorials/
New to LangChain or LLM app development in general? Read this material to quickly get up and running building your first applications.
https://www.freecodecamp.org/news/beginners-guide-to-langchain/
LangChain is a popular framework for creating LLM-powered apps.
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校招产品经理
1 应届本科或硕士毕业生，具备较强的逻辑分析能力、结构化表达能力和学习能力。 2 对 AI 产品、大模型应用、企业智能化、Agent、RAG、知识库问答等方向有浓厚兴趣，愿意持续学习新技术并思考其产品
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