奇虎360广告算法实习生（北京）-4878(J12027)
实习兼职算法类地点：北京状态：招聘
工作描述
任职要求 基本要求 计算机、数学、统计学等相关专业硕士及以上学历 扎实的编程能力，熟练掌握 Python / C++，熟悉 Linux 开发环境 熟悉至少一种深度学习框架（PyTorch / TensorFlow 等） 对机器学习常用算法有深入理解，具备良好的数据分析与问题建模能力 有计算广告系统、推荐系统或搜索系统的实际研发经验 加分项 有 LLM / MLLM 实际应用经验，熟悉 Prompt Engineering、模型微调（SFT / LoRA）、RAG 等技术 有图像/视频生成模型（Stable Diffusion / FLUX / DiT 等）的应用经验 有多模态理解（C…
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包括英文材料
学历+
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.
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
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
深度学习+
https://d2l.ai/
Interactive deep learning book with code, math, and discussions.
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.
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/
数据分析+
[英文] Data Analyst Roadmap
https://roadmap.sh/data-analyst
Step by step guide to becoming an Data Analyst in 2025
广告系统+
https://github.com/InteractiveAdvertisingBureau/openrtb2.x
Real-time Bidding (RTB) is a way transacting media that allows an individual ad impression to be put up for bid in real-time.
https://people.eecs.berkeley.edu/~jfc/DataMining/SP12/lecs/lec12.pdf
https://wnzhang.net/teaching/ee448/slides/11-computational-ads.pdf
If a bidder bids higher than his true value, then...
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.
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
还有更多 •••
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1.计算机相关专业硕士及以上学历，可长期实习优先（6个月以及以上）； 2.具备强悍的编码能力，精通C/C++/Java/python语言之一，熟悉Linux开发环境； 3.具备扎实的数据结构功底，熟悉
更新于 2026-01-05北京
实习算法类
1.计算机、数学相关专业硕士以上学位； 2.数据结构和算法功底扎实，熟练使用 C/C++，Python； 3.熟悉常见的机器学习算法以及TensorFlow/pytorch等主流深度学习平台； 加
更新于 2026-08-21北京
实习
1、熟悉常用的机器学习算法，例如GBDT、LR、LTR，深度学习Wide&Deep/DeepFM等； 2、熟悉常用的特征工程方法； 3、熟练掌握Python,Scala,C++,Java中两门以上编程
更新于 2025-11-21北京
实习MEG
-计算机及其相关专业，本科及以上学历优先 -熟悉 C/C++、python语言，具备良好的开发能力 -熟悉的大模型、机器学习算法 -具备良好的逻辑思维能力、学习能力、沟通能力和团队协作能力 -2027
更新于 2026-09-14北京