Murach's Python for Data Science (2nd Edition): Training and Reference
暫譯: Murach 的 Python 數據科學(第二版):訓練與參考
McCoy, Scott
- 出版商: Mike Murach and Associates, Inc.
- 出版日期: 2024-05-31
- 售價: $2,160
- 貴賓價: 9.5 折 $2,052
- 語言: 英文
- 頁數: 592
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 1943873178
- ISBN-13: 9781943873173
-
相關分類:
Python、程式語言、Data Science
立即出貨(限量) (庫存=1)
相關主題
商品描述
These days, businesses are collecting massive amounts of data. But this data isn't valuable until someone analyzes it to gain insights that can be used to make decisions. That's why the US Bureau of Labor Statistics (BLS) predicts that the demand for data analysts will continue to grow for the rest of the decade.
Now, with Murach's Python for Data Science as your guide, you'll learn how to use Python libraries to get, clean, prepare, and analyze data at a professional level. To start, you'll learn how to use Pandas for data analysis and Seaborn for data visualization. Then, you'll learn how to use Scikit-learn to create regression models that you can use to make predictions.
To tie everything together, this book contains four realistic analyses that use real-world data. That's because studying analyses like these is critical to the learning process.
商品描述(中文翻譯)
如今,企業正在收集大量數據。但這些數據在被分析以獲得可用於決策的見解之前並沒有價值。因此,美國勞工統計局(BLS)預測,數據分析師的需求在本十年內將持續增長。
現在,藉助《Murach's Python for Data Science》這本書作為指導,您將學習如何使用 Python 函式庫以專業水平獲取、清理、準備和分析數據。首先,您將學習如何使用 Pandas 進行數據分析,以及如何使用 Seaborn 進行數據視覺化。接著,您將學習如何使用 Scikit-learn 創建回歸模型,以便進行預測。
為了將所有內容串聯起來,本書包含四個使用真實世界數據的實際分析。因為研究這些分析對於學習過程至關重要。