传音算法工程师-算法工程(J18490)
校招全职地点:重庆状态:招聘
包括英文材料
学历+
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.
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/
TensorFlow+
https://www.youtube.com/watch?v=tpCFfeUEGs8
Ready to learn the fundamentals of TensorFlow and deep learning with Python? Well, you’ve come to the right place.
https://www.youtube.com/watch?v=ZUKz4125WNI
This part continues right where part one left off so get that Google Colab window open and get ready to write plenty more TensorFlow code.
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.
C+
https://www.freecodecamp.org/chinese/news/the-c-beginners-handbook/
本手册遵循二八定律。你将在 20% 的时间内学习 80% 的 C 编程语言。
https://www.youtube.com/watch?v=87SH2Cn0s9A
https://www.youtube.com/watch?v=KJgsSFOSQv0
This course will give you a full introduction into all of the core concepts in the C programming language.
https://www.youtube.com/watch?v=PaPN51Mm5qQ
In this complete C programming course, Dr. Charles Severance (aka Dr. Chuck) will help you understand computer architecture and low-level programming with the help of the classic C Programming language book written by Brian Kernighan and Dennis Ritchie.
C+++
https://www.learncpp.com/
LearnCpp.com is a free website devoted to teaching you how to program in modern C++.
https://www.youtube.com/watch?v=ZzaPdXTrSb8
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.
相关职位
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1. 负责语音类算法测试,包括测算法指标制定、测试用例设计、测试数据管理、测试工具开发等; 2. 负责语音类算法测试: 包括VAD,ASR,TTS等语音算法类测试质量保障工作; 3. 友商语音算法类效果竞品测试 4. 结合业务规划,跟进学术界、行业最新的研究趋势;
更新于 2025-08-18
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1. 负责大模型算法测试工作,包括测算法指标制定、测试用例设计、测试数据管理、测试工具开发、测试流程回归等,大模型测评; 2. 构建测试大模型,应用通用大模型来做测试效率提升探索和应用; 3. 参与大模型应用整体架构设计与技术评审、测试方案的制定和测试执行; 4. 负责大模型应用相关的测试服务建设,包括自动化测试、各类质量专项、性能测试、高可用测试等;
更新于 2025-08-18
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1. 数据建模与预测 负责海量用户行为、日志等数据的挖掘与分析,构建高精度预测模型(如用户增长、流失预警、GMV预测、等)。 应用机器学习(XGBoost/LSTM/Transformer等)、统计建模(时间序列分析、因果推断)等技术解决业务预测问题。 2. 业务场景驱动 深入理解助手/本地生活等业务场景,将预测结果落地为可执行的策略,支持业务决策。 协同产品、运营团队设计AB实验,评估模型效果并迭代优化。 3.前沿技术探索 跟踪AI领域最新进展(如大模型、AutoML、强化学习),探索在业务中的创新应用。
更新于 2025-08-18