A road map to become a Data Scientist（上）
這是Swami Chandrasekaran所繪製的一張地圖。名字叫MetroMap to Data Scientist。 該地圖一共十條路線，分別是基礎原理、統計學、編程能力、機器學習、文本挖掘／自然語言處理、數據可視化、大數據、數據獲取、數據清理、常用工具。 ●★● 基本原理： （1）矩陣和線性代數：涉及到的機器學習應用有SVD、PCA、最小二乘法、共軛梯度法等。 （2）哈希函數，二叉樹，時間
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- 1. Becoming a Data Scientist – Curriculum via Metromap
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