Momenta端到端算法实习生
实习兼职研发地点：北京状态：招聘
任职要求
岗位要求 1、计算机、机器学习、人工智能、机器人等相关专业，有良好的数据结构和算法基础； 2、熟练使用 C/C++或 Python，有深度学习/强化学习等算法背景，具备扎实的数学基础； 3、熟练掌握至少一种深度学习框架（Pytorch/Tensorflow等）； 4、有端到端/VLA，强化学习等研发以及产品应用落地经验者优先； 5、有自动…
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工作职责
岗位职责 1、负责端到端决策规划算法的开发和迭代； 2、负责训练数据与评测数据的日常挖掘与维护； 3、负责端到端智驾大模型方案的研发迭代体系的建设与完善。
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.
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
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/
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.
深度学习+
https://d2l.ai/
Interactive deep learning book with code, math, and discussions.
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负责端到端方案变道决策规划算法的维护 负责变道决策相关的数据挖掘 负责变道功能的客户问题分析、数据回流等 负责变道决策评测算法开发。
更新于 2024-04-16苏州|上海|北京
实习算法序列
1、探索自动驾驶前沿算法，如端到端算法、闭环训练方式等，完成模型训练与方法验证； 2、参与感知算法研发，解决 3D Occupancy、动静态要素的感知难点问题；
更新于 2025-11-26北京