西门子数据与人工智能中心中国研发部 NLP实习生(面向在校学生/现场实习/无转正)
实习兼职研发地点:北京状态:招聘
任职要求
岗位职责: • 针对工业生产场景下的实际问题,调研、实现、改进及研发相关算法或应用,涵盖但不限于下列具体技术方向:o 传统自然语言处理o 大语言模型的应用和评测o 多模态模型的使用o 知识图谱的生成和运用• 与前述算法相匹配的必要数据准备和GUI/CLI开发 技术方向:• 自然语言处理• 生成式AI• …
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工作职责
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包括英文材料
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/
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.
CLI+
https://developer.mozilla.org/en-US/docs/Learn_web_development/Getting_started/Environment_setup/Command_line
In your development process, you'll undoubtedly be required to run some commands in the terminal (or on the "command line" — these are effectively the same thing).
https://www.youtube.com/watch?v=dfTpFFZwazI
In this video, let's look at how to create CLI scripts with JavaScript and Node.js.
https://www.youtube.com/watch?v=zPYjfgxYO7k
In this video we'll build a simple golang cli app that shows the weather forecast for the day.
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 •••
相关职位
社招技术类
1、运用最前沿技术,结合互联网电商业务特点,从事电商搜广推基础平台和大数据批流应用研发; 2、支持搜广推业务迭代中的数据和平台化需求,持续优化大数据/实时计算的吞吐能力、可靠性和时效性; 3、通过平台能力和数据分析发现系统性能瓶颈和业务趋势特点,助力全链路系统优化和业务迭代。
更新于 2025-11-26上海