阿里巴巴医疗AI基础大模型技术研究-阿里星
实习兼职阿里巴巴2027届实习生地点:北京 | 杭州状态:招聘
工作描述
任职要求 1. 计算机科学、人工智能、电子工程、生物医学工程等相关专业的硕士或博士毕业生。 2. 精通深度学习、机器学习、计算机视觉、自然语言处理及医学影像处理,熟悉熟悉医疗影像AI模型、大模型预训练、多模态大模型、图像生成、医疗影像AI、训练推理优化等相关课题原理及其应用,能够根据具体问题选择并设计合适的模型和技术方案。 3. 具备良好的科研能力,曾在国际顶级会议和期刊(如ICLR、ICCV、CVPR、ECCV、NeurIPS、ICML、MICCAI、TPAMI、TMI、MedIA)上发表过高质量论文。 4. 熟悉主流深度学习框架(如PyTorch、TensorFlow),并具备Transformer、CNN等典型深度学习模型的原理及实现经验。 5. 熟练掌握编程语言(如Python、C++等),并熟悉LINUX环境的开发与调试。 6. 具备出色的团队协作精神和沟通能力,自我驱动,抗压能力强,拥有强烈的求知欲和对技术的热情,良好的数据和逻辑分析能力。 加分项: 1. 在计算机视觉、多模态学习或者医疗影像A…
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包括英文材料
深度学习+
https://d2l.ai/
Interactive deep learning book with code, math, and discussions.
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.
OpenCV+
https://learnopencv.com/getting-started-with-opencv/
At LearnOpenCV we are on a mission to educate the global workforce in computer vision and AI.
https://opencv.org/university/free-opencv-course/
This free OpenCV course will teach you how to manipulate images and videos, and detect objects and faces, among other exciting topics in just about 3 hours.
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.
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
ICLR+
https://iclr.cc/
ICCV+
https://iccv.thecvf.com/
ICCV is the premier international computer vision event comprising the main conference and several co-located workshops and tutorials.
CVPR+
https://cvpr.thecvf.com/
ECCV+
https://eccv.ecva.net/
ECCV is the official event under the European Computer Vision Association and is biannual on even numbered years.
NeurIPS+
https://neurips.cc/
ICML+
https://icml.cc/
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