米哈游推荐算法实习生
实习兼职程序&技术类地点:上海状态:招聘♡ 收藏
工作描述
任职要求 1.计算机、人工智能、数学、统计学或其他相关专业,具备良好的编程、机器学习和深度学习基础; 2.熟悉 Python,了解 PyTorch、TensorFlow 等至少一种深度学习框架,能够独立完成基础的数据处理、模型训练和实验分析; 3.了解推荐系统或用户增长算法基本原理,对双塔模型、Embedding、点击或转化预估、多任务学习、用户价值预估等一种或多种方法有一定认识; 4.具备较强的学习能力和问题解决能力,对推荐算法、AI …
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包括英文材料
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.
深度学习+
https://d2l.ai/
Interactive deep learning book with code, math, and discussions.
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.
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.
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.
推荐系统+
[英文] Recommender Systems
https://www.d2l.ai/chapter_recommender-systems/index.html
Recommender systems are widely employed in industry and are ubiquitous in our daily lives.
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/
还有更多 •••
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-熟练掌握 Python、Java 等至少一门编程语言,具备扎实的编程基础和良好的代码风格; -具备良好的数学基础,熟悉机器学习、深度学习基本原理,对推荐算法有浓厚兴趣,有相关课程学习或项目经验者优先
更新于 2025-11-13北京
实习策略算法
任职资格: 1、计算机、数学、统计学、模式识别相关专业,硕士及以上学历; 2、有推荐、搜索、广告相关经验,有用户画像、内容理解、分发策略、模型训练相关经验优先; 3、机器学习的理论基础扎实,具有优秀的
更新于 2026-09-03北京|上海
