米哈游AI策略分析实习生
实习兼职市场&商务类地点：上海状态：招聘
工作描述
任职要求 1.学历与专业：本科及以上学历（在读），统计学、计算机科学、人工智能、数据科学、应用数学等相关专业，具备扎实的统计学与机器学习基础 2.AI开发能力（必须）： -有独立或联合开发 AI Agent 的经验，或深度使用过主流 Agent 框架（如 LangChain、LlamaIndex、AutoGen、Dify、Coze 等） -熟悉大语言模型（LLM）的调用、Context Engineering、RAG、Function Calling 等核心技术 -有将 AI 能力落地到实际业务场景的项目经历者优先 3.数据分析能力：熟练掌握 SQL、Python 等数据处理与建模工具；熟悉 A/B 实验评估体系、…
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包括英文材料
学历+
数据科学+
https://roadmap.sh/ai-data-scientist
Step by step roadmap guide to becoming an AI and Data Scientist
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.
AI agent+
https://www.ibm.com/think/ai-agents
Your one-stop resource for gaining in-depth knowledge and hands-on applications of AI agents.
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.
LlamaIndex+
https://developers.llamaindex.ai/python/framework/getting_started/starter_example/
This tutorial will show you how to get started building agents with LlamaIndex.
https://www.ibm.com/think/tutorials/llamaindex-rag
LlamaIndex is a powerful open source framework that simplifies the process of building RAG pipelines.
AutoGen+
https://microsoft.github.io/autogen/0.2/docs/Getting-Started/
AutoGen is an open-source programming framework for building AI agents and facilitating cooperation among multiple agents to solve tasks.
https://www.youtube.com/watch?v=JmjxwTEJSE8
Whether you know everything there to AI Agents or are a complete beginner, I believe there is something to learn here.
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