vivo深度学习算法工程师(互联网方向)-27届暑期实习
实习兼职地点:深圳 | 北京状态:招聘
任职要求
1、本科及以上学历,计算机、数学、自然语言处理、机器学习及相关专业; 2、有扎实的编程功底,掌握算法/数据结构等基本知识,能熟练使用C/C++/Java/Python中至少一门语言,熟悉linux开发环境; 3、对AI/机器学习技术有强烈的热情,具备相应的数学功底;深入掌握两种以上机器学习算法(包括但不限于逻辑回归,deep learning); 4、优秀的分析和解决问…
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工作职责
我们是vivo互联网业务算法团队,专注于行业领先的深度学习模型技术,研究和开发行业领先的业务算法,包括触发、排序、机制等。通过智能算法模型全面赋能vivo生态圈,通过技术驱动行业变革,产生真实的商业化价值。 在这里, 你可以接触到海量、真实的业务数据,强化学习、深度学习等模型,在互联网领域发挥自己的才华; 你可以搭建行业领先的大规模分布式机器学习平台; 希望未来的你能够成为“懂算法、懂策略、懂应用、懂数据”的综合人才,为人工智能事业发挥聪明才智。 你将与我们一起专注于: 1、业务大规模点击率预估/转化率算法优化; 2、业务推荐冷启动策略以及算法优化; 3、基于博弈论/机器学习的广告竞价排序机制优化; 4、业务画像建设,包括基于画像处理技术的自动分类/商品识别,优化用户体验/排序效果; 5、业务特征挖掘,运用深度学习技术挖掘用户特征,优化点击率预估/冷启动等模型; 6、探索推荐/广告算法前沿领域知识,跟进国际顶级学术界成果和工业界项目。
包括英文材料
学历+
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.
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/
数据结构+
https://www.youtube.com/watch?v=8hly31xKli0
In this course you will learn about algorithms and data structures, two of the fundamental topics in computer science.
https://www.youtube.com/watch?v=B31LgI4Y4DQ
Learn about data structures in this comprehensive course. We will be implementing these data structures in C or C++.
https://www.youtube.com/watch?v=CBYHwZcbD-s
Data Structures and Algorithms full course tutorial java
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
Java+
https://www.youtube.com/watch?v=eIrMbAQSU34
Master Java – a must-have language for software development, Android apps, and more! ☕️ This beginner-friendly course takes you from basics to real coding skills.
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.
Linux+
https://ryanstutorials.net/linuxtutorial/
Ok, so you want to learn how to use the Bash command line interface (terminal) on Unix/Linux.
https://ubuntu.com/tutorials/command-line-for-beginners
The Linux command line is a text interface to your computer.
https://www.youtube.com/watch?v=6WatcfENsOU
In this Linux crash course, you will learn the fundamental skills and tools you need to become a proficient Linux system administrator.
https://www.youtube.com/watch?v=v392lEyM29A
Never fear the command line again, make it fear you.
https://www.youtube.com/watch?v=ZtqBQ68cfJc
还有更多 •••
相关职位
实习程序&技术类
1、研究和开发基于深度学习的实时渲染技术,提升游戏画面的真实感和沉浸感。 2、设计和优化神经网络模型,用于实时图像生成、超分辨率、风格迁移等。 3、与游戏开发团队紧密合作,将深度学习渲染技术集成到游戏引擎中。 4、探索和实现动态场景实时渲染的深度学习解决方案,包括光照、阴影、反射等效果。 5、优化算法和模型,确保在多种硬件平台上的高效运行。 6、跟踪学术界和工业界的最新进展,将前沿技术应用于实际项目中。
上海
社招
1.负责图像/视频相关算法的研究与开发,将深度学习CV算法与安防应用场景相结合,并突破所有应用瓶颈; 2.对大量业务场景数据进行预处理,并能高效运用于模型训练且有效提升模型精度; 3.负责跟踪与研究业界最先进的计算机视觉和图像处理算法,并结合公司产品的需求将算法落地实现商用等。
更新于 2024-01-18深圳|杭州
