小米语音多模态算法工程师实习生
实习兼职地点:北京状态:招聘
包括英文材料
PyTorch+
https://datawhalechina.github.io/thorough-pytorch/
PyTorch是利用深度学习进行数据科学研究的重要工具,在灵活性、可读性和性能上都具备相当的优势,近年来已成为学术界实现深度学习算法最常用的框架。
https://www.youtube.com/watch?v=V_xro1bcAuA
Learn PyTorch for deep learning in this comprehensive course for beginners. PyTorch is a machine learning framework written in Python.
深度学习+
https://d2l.ai/
Interactive deep learning book with code, math, and discussions.
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
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.
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/
相关职位

实习算法序列
1.参与多模态大模型(VLM/VLA)的研发与优化,探索图像、文本、语音等跨模态信息的融合方法,以及在自动驾驶领域的应用; 2.研究并实现前沿的视觉技术(如Diffusion Model、GAN、VAE等),推动技术落地; 3.配合团队完成算法设计、训练、调优及部署,提升模型性能与工程化能力; 4.跟踪领域前沿研究,撰写技术文档和实验报告,参与论文发表或专利申请。
更新于 2025-05-29
实习淘天集团2026
如果你,期望参与淘天集团语音多模态大模型技术研发,推动数字人AI智能对话、语音自然交互等技术在淘宝Vision和手机淘宝等亿级用户场景的产品化落地; 如果你,期望突破语音模态与语言模型的融合边界,构建新一代Speech-to-Speech多模态基座模型,持续跟踪大模型领域国际前沿技术,通过产学研合作打造行业领先的对话交互系统; 如果你,期待与顶尖算法团队并肩作战,在开放创新的技术氛围中与自驱力强、专业过硬、追求极致的技术伙伴共同开拓多模态交互新范式; 那还在等待什么,赶紧加入我们吧!
更新于 2025-05-07