滴滴CTO-算法实习生(MJ020697)
实习兼职地点:北京状态:招聘♡ 收藏
工作描述
岗位职责(具体工作内容) 职位描述 我们依托滴滴海量、多模态、实时动态的出行数据,致力于通过人工智能技术推动交通领域的算法创新与技术突破,让出行更智能、更高效。 在这里,你将有机会参与真实大规模交通场景下的前沿AI研究与应用,探索大模型、智能 Agent、自动化科研(AutoResearch)、递归自进化系统(RSI)等前沿技术,解决ETA预估、路况预测、智能路线规划等核心问题,让AI技术真正改变城市交通。 你将参与以下工作: 智能交通核心算法研究与优化 基于滴滴海量出行轨迹、实时路况及多源交通数据,利用机器学习、深度学习及大模型等 AI 技术,优化 ETA(到达时间预估)、路况预测、智能路线规划等核心算法。 探索时空序列建模、图神经网络、强化学习、多模态学习等前沿技术,提升复杂动态交通场景下的算法效果。 面向真实业务场景,推动算法研究成果工程化落地,提升用户出行体验与平台交易效率,助力缓解城市交通拥堵。 前沿AI技术探索与创…
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包括英文材料
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
AI agent+
https://www.ibm.com/think/ai-agents
Your one-stop resource for gaining in-depth knowledge and hands-on applications of AI agents.
Auto Research+
https://github.com/karpathy/autoresearch
AI agents running research on single-GPU nanochat training automatically.
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.
强化学习+
https://cloud.google.com/discover/what-is-reinforcement-learning?hl=en
Reinforcement learning (RL) is a type of machine learning where an "agent" learns optimal behavior through interaction with its environment.
https://huggingface.co/learn/deep-rl-course/unit0/introduction
This course will teach you about Deep Reinforcement Learning from beginner to expert. It’s completely free and open-source!
https://www.kaggle.com/learn/intro-to-game-ai-and-reinforcement-learning
Build your own video game bots, using classic and cutting-edge algorithms.
学历+
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