随着企业数字化转型深入,Data + AI 一体化成为技术架构的核心方向。传统数据湖主要管理结构化与半结构化数据(如 Parquet、JSON),如今正向全模态统一治理演进,将图片、音频、视频等非结构化文件纳入湖仓体系,实现“一湖多源”统一存储与管理。同时,计算引擎从单一大数据工具扩展至支持 AI 场景 Spark、Ray 等分布式框架,推动开发平台向一站式、智能化发展。
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「這些科技不可能取代真正深入的語言研究,」他說。「你會說英文、也能讀英文書,並不代表你不需要在大學修英國文學。」他的話讓身為語言學人的我感到一點安慰。雖然那本字典已經不在了,但書架上讓讓‑保羅·薩特(Jean‑Paul Sartre)、弗朗茨·法農(Frantz Fanon )和 艾梅·塞澤爾(Aimé Césaire )的泛黃書本安穩放著的位置,暫時依然無可取代。