腾讯拳头IP游戏-私域渠道用户智能化运营
社招全职3年以上无畏契约掌上社区平台产品地点：深圳状态：招聘♡ 收藏
工作描述
任职要求 1.学历背景：本科及以上学历，计算机科学、数据科学、人工智能等相关专业优先； 2.工作经验：3年以上用户运营/增长运营/数据运营相关经验，其中至少2年涉及AI/机器学习/数据挖掘在业务场景的实际应用； 3.业务理解：深刻理解游戏/互联网产品的用户运营逻辑，熟悉用户分层、标签体系、生命周期管理、转化漏斗等核心方法论； 4.AI素养：熟悉用户画像、推荐系统、AIGC等AI技术在运营场景的应用，具备与算法团队高效沟通的技术语言能力； 5.数据能力：具备较强的数据分析能力，能独立使用SQL/Python进行数据提取与分析，理解AB实验设计与效果评估方法…
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包括英文材料
学历+
数据科学+
https://roadmap.sh/ai-data-scientist
Step by step roadmap guide to becoming an AI and Data Scientist
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.
数据挖掘+
https://www.youtube.com/watch?v=-bSkREem8dM
Database vs Data Warehouse vs Data Lake
https://www.youtube.com/watch?v=7rs0i-9nOjo
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.
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