Head First Data Analysis: A learner's guide to big numbers, statistics, and good decisions (Paperback)
暫譯: 深入淺出數據分析:學習者的大數據、統計與明智決策指南 (平裝本)
Michael Milton
- 出版商: O'Reilly
- 出版日期: 2009-09-01
- 定價: $2,200
- 售價: 9.0 折 $1,980
- 語言: 英文
- 頁數: 484
- 裝訂: Paperback
- ISBN: 0596153937
- ISBN-13: 9780596153939
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相關分類:
Data Science、機率統計學 Probability-and-statistics
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相關翻譯:
深入淺出數據分析 (Head First Data Analysis: A learner's guide to big numbers, statistics, and good decisions) (簡中版)
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商品描述
Today, interpreting data is a critical decision-making factor for businesses and organizations. If your job requires you to manage and analyze all kinds of data, turn to Head First Data Analysis, where you'll quickly learn how to collect and organize data, sort the distractions from the truth, find meaningful patterns, draw conclusions, predict the future, and present your findings to others.
Whether you're a product developer researching the market viability of a new product or service, a marketing manager gauging or predicting the effectiveness of a campaign, a salesperson who needs data to support product presentations, or a lone entrepreneur responsible for all of these data-intensive functions and more, the unique approach in Head First Data Analysis is by far the most efficient way to learn what you need to know to convert raw data into a vital business tool.
You'll learn how to:
- Determine which data sources to use for collecting information
- Assess data quality and distinguish signal from noise
- Build basic data models to illuminate patterns, and assimilate new information into the models
- Cope with ambiguous information
- Design experiments to test hypotheses and draw conclusions
- Use segmentation to organize your data within discrete market groups
- Visualize data distributions to reveal new relationships and persuade others
- Predict the future with sampling and probability models
- Clean your data to make it useful
- Communicate the results of your analysis to your audience
Using the latest research in cognitive science and learning theory to craft a multi-sensory learning experience, Head First Data Analysis uses a visually rich format designed for the way your brain works, not a text-heavy approach that puts you to sleep.
商品描述(中文翻譯)
今天,解讀數據對於企業和組織來說是一個關鍵的決策因素。如果你的工作需要你管理和分析各種數據,請參考《Head First Data Analysis》,在這裡你將快速學會如何收集和整理數據,從雜訊中篩選出真相,找到有意義的模式,得出結論,預測未來,並將你的發現呈現給他人。
無論你是研究新產品或服務市場可行性的產品開發者,還是評估或預測活動效果的行銷經理,或是需要數據來支持產品簡報的銷售人員,甚至是負責所有這些數據密集功能的獨立創業者,《Head First Data Analysis》中的獨特方法無疑是學習將原始數據轉化為重要商業工具的最有效方式。
你將學會如何:
- 確定使用哪些數據來源來收集信息
- 評估數據質量並區分信號與噪音
- 建立基本數據模型以揭示模式,並將新信息納入模型
- 應對模糊的信息
- 設計實驗以測試假設並得出結論
- 使用分段來組織你的數據於不同的市場群體中
- 可視化數據分佈以揭示新關係並說服他人
- 使用抽樣和概率模型預測未來
- 清理數據以使其有用
- 向你的受眾傳達分析結果
《Head First Data Analysis》利用最新的認知科學和學習理論來打造多感官的學習體驗,採用視覺豐富的格式,設計符合你大腦運作方式,而不是讓你昏昏欲睡的文字密集型方法。