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
-
80折
$3,168Fundamentals of Python: From First Programs through Data Structures (Paperback)
-
60折
$945Programming in Python 3: A Complete Introduction to the Python Language (Paperback)
-
28折
$299SPSS: Analysis Without Anguish Using SPSS Version 16. 0 for Windows : Analysis Without Anguish Using SPSS Version 16. 0 for Windows
-
95折
$3,496Statistics and Data with R: An applied approach through examples (Hardcover)
-
95折
$2,090The Data Model Resource Book, Vol. 3: Universal Patterns for Data Modeling (Paperback)
-
VIP 95折
$1,860$1,767 -
60折
$2,388Next Generation of Data Mining (Hardcover)
-
60折
$918Adobe AIR Programming Unleashed (Paperback)
-
60折
$1,679Data Mining: Know It All (污損)
-
$1,300$1,274 -
80折
$2,240Network Management Know It All (Hardcover)
-
95折
$4,370Computational Intelligence and Feature Selection: Rough and Fuzzy Approaches
-
31折
$299How Wikipedia Works: And How You Can Be a Part of It
-
60折
$990Python Web Development with Django (Paperback)
-
50折
$990Master Data Management (Paperback)
-
80折
$1,840Technical, Commercial and Regulatory Challenges of QoS: An Internet Service Model Perspective (Hardcover)
-
80折
$3,176Analysis of Variance Designs: A Conceptual and Computational Approach with SPSS and SAS (Hardcover)
-
27折
$399Data Mining with Microsoft SQL Server 2008 (Paperback)
-
95折
$3,487Practical Text Mining with Perl (Hardcover)
-
50折
$990Executing Data Quality Projects: Ten Steps to Quality Data and Trusted Information
-
60折
$2,388R Programming for Bioinformatics (Hardcover)
-
95折
$3,924An Introduction to Linear Programming and Game Theory , 3/e (美國原版)
-
50折
$788Foundations of Agile Python Development (Paperback)
-
9折
$399Python For Bioinformatics (Paperback)
-
50折
$1,200Data Mining and Market Intelligence for Optimal Marketing Returns (Hardcover)
-
VIP 95折
$1,120$1,064 -
50折
$1,490MPLS: Next Steps, Volume 1 (Hardcover)
-
VIP 90折
$2,328$2,205 -
95折
$589A Concise Introduction to Matlab (Paperback)
-
50折
$1,225Feature Extraction & Image Processing, 2/e (Paperback)