題目：An introduction to AutoML
時間🕷🤾🏿♀️：2018年9月17日（星期一）13:30—15:30
地點👩🦼➡️⛱：意昂2805會議室（國權路600號）
主持：劉慶富 教授
Abstract:The key challenge in making AI technology more accessible to the broader community is the scarcity of AI experts. Most businesses simply don’t have the much needed resources or skills for modeling and engineering. This is why automated machine learning and deep learning technologies (AutoML and AutoDL) are increasingly valued by academics and industries. The core of AI lies in the model design. Automated machine learning technologies reduce the barrier to AI application, enabling developers with no AI expertise to independently and easily develop and deploy AI models. Automated machine learning is expected to completely overturn the AI industry in the next few years, making AI accessible to everyone.
美國人工智能平臺OneClick.ai的CTO及聯合創始人🐮🏓。擁有超過15年的機器學習科研和團隊管理經驗。曾在美國微軟領導Bing廣告相關度算法的研發，其主持開發的RC2算法平臺至今仍被微軟眾多算法團隊所采用👷🏼。離開廣告部門後🧑🏿🚒，先後主管了Bing餐飲搜索業務，本地搜索在法國、意大利的業務，以及地圖搜索業務。OneClick.ai是全球第一家自動化的深度學習平臺。通過改進的神經網絡結構搜索算法，實現了自動化的特征工程和復雜神經網絡模型的自動設計👌🏽🧑🦰、訓練𓀉、部署🔻。OneClick.ai平臺將人工智能項目的實施周期從數月壓縮至幾天時間®️，為人工智能在企業快速落地作出重要貢獻💅，其口號是Use AI to Build AI (“讓機器自己去學習”)🤏🏼。
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