神州数码26届校招-集团英才-CBG算法工程师(J21146)
校招全职地点：北京状态：停招
工作描述
任职要求 1. **专业背景**：硕士及以上学历，计算机、统计学、数学、人工智能相关专业。 2. **经验要求**：数据分析/算法开发实习经验，熟悉大数据技术栈。 3. **技能要求**： - 精通Python/SQL，熟练使用主流分析工具（Pandas、PySpark、BI工具等）； - 掌握机器学习框架（S…
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包括英文材料
学历+
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
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/
大数据+
https://www.youtube.com/watch?v=bAyrObl7TYE
https://www.youtube.com/watch?v=H4bf_uuMC-g
With all this talk of Big Data, we got Rebecca Tickle to explain just what makes data into Big Data.
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.
SQL+
https://liaoxuefeng.com/books/sql/introduction/index.html
什么是SQL？简单地说，SQL就是访问和处理关系数据库的计算机标准语言。
https://sqlbolt.com/
Learn SQL with simple, interactive exercises.
https://www.youtube.com/watch?v=p3qvj9hO_Bo
In this video we will cover everything you need to know about SQL in only 60 minutes.
Pandas+
[英文] 10 minutes to pandas
https://pandas.pydata.org/docs/user_guide/10min.html
This is a short introduction to pandas, geared mainly for new users.
[英文] Cookbook - pandas
https://pandas.pydata.org/docs/user_guide/cookbook.html#cookbook
This is a repository for short and sweet examples and links for useful pandas recipes.
https://www.kaggle.com/learn/pandas
Solve short hands-on challenges to perfect your data manipulation skills.
https://www.youtube.com/watch?v=2uvysYbKdjM
I'm super excited for this one. We're doing another complete Python Pandas tutorial walkthrough.
https://www.youtube.com/watch?v=Mdq1WWSdUtw
Filtering, Joins, Indexing, Data Cleaning, Visualizations
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.
Scikit-learn+
https://www.ibm.com/think/topics/scikit-learn
Scikit-learn, or sklearn, is an open source project and one of the most used machine learning (ML) libraries today.
https://www.youtube.com/watch?v=SIEaLBXr0rk
Today we to a crash course on Scikit-Learn, the go-to library in Python when it comes to traditional machine learning algorithms (i.e., not deep learning).
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校招
1. 统招应届本科及硕士学历，数学、统计学、计算机相关专业等理工科专业优先； 2. 具备较好的自驱力、逻辑分析、以及问题解决能力； 3. 具有优秀的综合素质、学习能力和创新能力； 4. 有良好的
更新于 2025-09-02北京
校招
1. 统招应届本科及硕士学历，数学、统计学、计算机相关专业等理工科专业优先； 2. 具备较好的自驱力、逻辑分析、以及问题解决能力； 3. 具有优秀的综合素质、学习能力和创新能力； 4. 有良好的
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校招
1）本科，计算机相关专业，计算机科学、计算机网络工程、计算机电子工程相关专业最好； 2）坚实专业基础知识，专业学习上有亮点，学习能力强； 3）对信息系统项目管理以及ITIL有一定认识和了解； 4）对计
更新于 2025-09-23北京
校招
（1）学历要求： --本科及以上学历 （2）技术要求： --精通hive sql和python --有大数据平台使用经验（阿里云dataworks优先）
更新于 2025-09-23北京