Statistics and Data Visualisation with Python (Paperback)
暫譯: 使用 Python 進行統計與數據視覺化 (平裝本)

Rogel-Salazar, Jesus

Statistics and Data Visualisation with Python (Paperback)

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商品描述

This book is intended to serve as a bridge in statistics for graduates and business practitioners interested in using their skills in the area of data science and analytics as well as statistical analysis in general. On the one hand, the book is intended to be a refresher for readers who have taken some courses in statistics, but who have not necessarily used it in their day-to-day work. On the other hand, the material can be suitable for readers interested in the subject as a first encounter with statistical work in Python. Statistics and Data Visualisation with Python aims to build statistical knowledge from the ground up by enabling the reader to understand the ideas behind inferential statistics and begin to formulate hypotheses that form the foundations for the applications and algorithms in statistical analysis, business analytics, machine learning, and applied machine learning. This book begins with the basics of programming in Python and data analysis, to help construct a solid basis in statistical methods and hypothesis testing, which are useful in many modern applications.

商品描述(中文翻譯)

這本書旨在為對數據科學和分析以及一般統計分析感興趣的畢業生和商業從業者提供一座統計學的橋樑。一方面，這本書旨在為那些曾經修過統計課程但在日常工作中並未實際使用的讀者提供一個複習的機會。另一方面，這些材料也適合對該主題感興趣的讀者，作為首次接觸 Python 中統計工作的入門。使用 Python 的統計與數據視覺化 旨在從基礎開始建立統計知識，使讀者能夠理解推論統計背後的概念，並開始形成假設，這些假設構成了統計分析、商業分析、機器學習和應用機器學習中的應用和算法的基礎。本書從 Python 編程和數據分析的基本概念開始，幫助讀者建立堅實的統計方法和假設檢驗基礎，這在許多現代應用中都是非常有用的。

作者簡介

Dr. Jesús Rogel-Salazar is an accomplished technologist with over 20 years' experience in the area of data science and machine learning. He obtained his PhD in quantum atom optics at Imperial College in the group of Professor Geoff New and in collaboration with the Bose-Einstein Condensation Group in Oxford with Professor Keith Burnett. After completion of his doctorate, he worked in the Centre for Cold Matter at Imperial and moved on to the Department of Mathematics in the Applied Analysis and Computation Group. Further to his academic career, Dr. Rogel-Salazar has held positions as a data scientist with AKQA, IBM Data Science Studios, Barclays, Dow Jones, Prudential and Tympa Health Technologies. He is the author of three books published with CRC Press; the latest two are entitled Data Science and Analytics with Python and Advanced Data Science and Analytics with Python.

作者簡介(中文翻譯)

耶穌·羅赫爾-薩拉薩博士是一位成就卓越的技術專家，在數據科學和機器學習領域擁有超過20年的經驗。他在帝國學院（Imperial College）獲得量子原子光學的博士學位，指導教授為喬夫·紐（Geoff New），並與牛津大學的玻色-愛因斯坦凝聚團隊的基思·伯內特（Keith Burnett）教授合作。完成博士學位後，他在帝國學院的冷物質中心工作，隨後轉至數學系的應用分析與計算小組。除了學術生涯外，羅赫爾-薩拉薩博士曾擔任多家公司的數據科學家，包括AKQA、IBM數據科學工作室、巴克萊銀行（Barclays）、道瓊斯（Dow Jones）、保誠（Prudential）和Tympa Health Technologies。他是三本由CRC Press出版的書籍的作者，最新的兩本書名為《使用Python的數據科學與分析》（Data Science and Analytics with Python）和《使用Python的高級數據科學與分析》（Advanced Data Science and Analytics with Python）。

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