阿里巴巴数字零售技术部-算法专家(供应链定价)-杭州
社招全职2年以上技术类-算法地点:杭州状态:招聘
工作描述
任职要求 1. 机器学习、深度学习、强化学习、运筹学、自然语言处理、图像识别或应用数学等相关专业的硕士或博士生; 2. 熟悉Java,C++,Perl,Python等一种以上编程语言; 3. 具备业务抽象和建模能力,能够将复杂的业务场景分解、抽象成标准化的业务模型,并进行面向业务问题的算法建模; 4. 对数据分析和算法设计有比较强烈的兴趣,具有统计学、运筹学、机器学习、深度学习、强化学习相关知识优先考虑; 5. 持续关注学术前沿,自我驱动强,快速学习能力强,主动追踪人工智能方向前沿算法和技术; 6. 积极、乐观、皮实、自省、善待他人、勇于面对挑战 工作职责 阿里国际数字商业集团-供应链定价算法团队专…
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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.
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.
NLP+
https://www.youtube.com/watch?v=fNxaJsNG3-s&list=PLQY2H8rRoyvzDbLUZkbudP-MFQZwNmU4S
Welcome to Zero to Hero for Natural Language Processing using TensorFlow!
https://www.youtube.com/watch?v=R-AG4-qZs1A&list=PLeo1K3hjS3uuvuAXhYjV2lMEShq2UYSwX
Natural Language Processing tutorial for beginners series in Python.
https://www.youtube.com/watch?v=rmVRLeJRkl4&list=PLoROMvodv4rMFqRtEuo6SGjY4XbRIVRd4
The foundations of the effective modern methods for deep learning applied to NLP.
Java+
https://www.youtube.com/watch?v=eIrMbAQSU34
Master Java – a must-have language for software development, Android apps, and more! ☕️ This beginner-friendly course takes you from basics to real coding skills.
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