Data Science
資料科學中最重要的四件事情是:
-
資料準備和清理:資料科學的一個重要部分涉及收集、清理和準備資料。這包括識別缺失值、處理異常值以及將資料轉換為適合進行分析的格式等任務。
-
探索性資料分析(EDA):EDA是分析和視覺化資料以了解其潛在模式和關係的過程。這一步驟對於識別資料中的趨勢和模式非常重要,進而幫助後續進行更深入的分析。
-
機器學習演算法:機器學習演算法是資料科學中的核心,它們可用於從資料中學習並提取模式和洞察,以幫助做出更好的預測和決策。
-
資料視覺化和傳達:資料視覺化是將資料轉換為易於理解和解釋的圖形和視覺化元素的過程。通過將資料呈現在圖表和圖形中,人們可以更容易地理解和傳達資料中的訊息和洞察。
相關書籍
-
95折
$1,644Learn Python Visually
-
95折
$3,610Modern Data Science with R, 2/e
-
80折
$1,296Black Hat Python : Python Programming for Hackers and Pentesters, 2/e
-
90折
$2,070Python for Excel: A Modern Environment for Automation and Data Analysis
-
VIP 90折
$1,511$1,431 -
VIP 95折
$2,120$2,014 -
95折
$4,731Applied Meta-Analysis with R and Stata
-
95折
$2,432Understanding Digital Signal Processing with Matlab(r) and Solutions
-
95折
$3,781Inverse Synthetic Aperture Radar Imaging with MATLAB Algorithms (Hardcover)
-
80折
$1,480Interpretable Machine Learning with Python: Learn to build interpretable high-performance models with hands-on real-world examples (Paperback)
-
VIP 95折
$1,450$1,378 -
95折
$3,230Embedded Digital Control with Microcontrollers: Implementation with C and Python
-
VIP 95折
$1,560$1,482 -
VIP 90折
$1,093$1,035 -
VIP 90折
$1,691$1,602 -
VIP 90折
$1,520$1,440 -
VIP 90折
$1,496$1,418 -
95折
$1,929Practical Deep Learning: A Python-Based Introduction
-
90折
$1,872Practical Discrete Mathematics: Discover math principles that fuel algorithms for computer science and machine learning with Python
-
VIP 95折
$1,520$1,444 -
95折
$1,368Data Visualization with Excel Dashboards and Reports
-
VIP 90折
$1,549$1,467 -
VIP 95折
$1,690$1,606 -
90折
$3,240Machine Learning and Deep Learning Using Python and Tensorflow (Hardcover)
-
95折
$2,223Data Sketches: A Journey of Imagination, Exploration, and Beautiful Data Visualizations
-
90折
$2,052Fighting Churn with Data: The Science and Strategy of Customer Retention (Paperback)
-
VIP 95折
$1,440$1,368 -
VIP 95折
$3,600$3,420 -
VIP 90折
$3,420$3,240 -
VIP 95折
$580$551