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
-
$1,580$1,548 -
90折
$1,103Beginning Programming with Python For Dummies 3rd
-
$1,750$1,715 -
85折
$3,570Introduction to System Science with MATLAB 2nd
-
VIP 90折
$2,166$2,052 -
95折
$1,995Julia for Data Analysis
-
95折
$1,891Pro Deep Learning with Tensorflow 2.0: A Mathematical Approach to Advanced Artificial Intelligence in Python
-
VIP 95折
$1,650$1,568 -
VIP 95折
$1,850$1,758 -
VIP 95折
$1,670$1,587 -
85折
$3,953Intelligent Data Mining and Analysis in Power and Energy Systems: Models and Applications for Smarter Efficient Power Systems
-
90折
$1,080Colorwise: A Data Storyteller's Guide to the Intentional Use of Color
-
95折
$1,235Data Governance for Dummies
-
VIP 95折
$1,800$1,710 -
VIP 90折
$2,166$2,052 -
VIP 90折
$2,470$2,340 -
VIP 95折
$1,930$1,834 -
VIP 95折
$1,700$1,615 -
VIP 90折
$2,527$2,394 -
95折
$1,397Applied Recommender Systems with Python: Build Recommender Systems with Deep Learning, Nlp and Graph-Based Techniques
-
80折
$1,680Dead Simple Python: Idiomatic Python for Impatient Programmers
-
90折
$1,674The Python Workshop - Second Edition: Write Python code to solve challenging real-world problems
-
95折
$1,539Creating Business Applications with Microsoft 365: Techniques in Power Apps, Power Bi, Sharepoint, and Power Automate (Paperback)
-
95折
$1,292Python for Kids : A Playful Introduction to Programming, 2/e (Paperback)
-
95折
$1,995Feature Engineering Bookcamp
-
95折
$1,672Modern Full-Stack Development: Using Typescript, React, Node.Js, Webpack, Python, Django, and Docker
-
95折
$1,663Finding Ghosts in Your Data: Anomaly Detection Techniques with Examples in Python (Paperback)
-
VIP 95折
$3,980$3,781 -
VIP 95折
$1,650$1,568 -
VIP 95折
$1,650$1,568