Advancing Into Analytics: From Excel to Python and R
暫譯: 進階分析：從 Excel 到 Python 和 R

Mount, George

Advancing Into Analytics: From Excel to Python and R

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商品描述

Data analytics may seem daunting, but if you're familiar with Excel, you have a head start that can help you make the leap into analytics. Advancing into Analytics will lower your learning curve.

Author George Mount, founder and CEO of Stringfest Analytics, clearly and gently guides intermediate Excel users to a solid understanding of analytics and the data stack. This book demonstrates key statistical concepts from spreadsheets and pivots your existing knowledge about data manipulation into R and Python programming.

With this practical book at your side, you'll learn how to:

  • Explore a dataset for potential research questions to check assumptions and to build hypotheses
  • Make compelling business recommendations using inferential statistics
  • Load, view, and write datasets using R and Python
  • Perform common data wrangling tasks such as sorting, filtering, and aggregating using R and Python
  • Navigate and execute code in Jupyter notebooks
  • Identify, install, and implement the most useful open source packages for your needs
  • And more

商品描述(中文翻譯)

資料分析可能看起來令人畏懼，但如果你熟悉 Excel，你已經有了一個優勢，可以幫助你邁入分析領域。《Advancing into Analytics》將降低你的學習曲線。

作者 George Mount，Stringfest Analytics 的創始人兼 CEO，清晰且溫和地引導中級 Excel 使用者深入理解分析和數據堆疊。本書展示了來自電子表格的關鍵統計概念，並將你現有的數據處理知識轉化為 R 和 Python 程式設計。

有了這本實用的書籍在你身邊，你將學會如何：
- 探索數據集以尋找潛在的研究問題，檢查假設並建立假說
- 使用推論統計提出有說服力的商業建議
- 使用 R 和 Python 載入、查看和寫入數據集
- 使用 R 和 Python 執行常見的數據處理任務，如排序、過濾和聚合
- 在 Jupyter notebooks 中導航和執行代碼
- 確定、安裝並實施最適合你需求的開源套件
- 以及更多內容

作者簡介

George Mount is the founder and CEO of Stringfest Analytics, a consulting firm specializing in analytics education and upskilling. He has worked with leading bootcamps, learning platforms and practice organizations to help individuals excel at analytics. George regularly blogs and speaks on data analysis, data education and workforce development.

George holds a bachelor's degree in economics from Hillsdale College and master's degrees in finance and information systems from Case Western Reserve University. He resides in Cleveland, Ohio.

作者簡介(中文翻譯)

喬治·蒙特（George Mount）是 Stringfest Analytics 的創辦人兼執行長，這是一家專注於分析教育和技能提升的顧問公司。他曾與多家領先的訓練營、學習平台和實踐組織合作，幫助個人在分析領域中表現出色。喬治經常撰寫部落格並發表演講，主題涵蓋數據分析、數據教育和勞動力發展。

喬治擁有希爾斯代爾學院（Hillsdale College）的經濟學學士學位，以及凱斯西儲大學（Case Western Reserve University）的金融和資訊系統碩士學位。他目前居住在俄亥俄州的克里夫蘭。

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