購物比價找書網找車網
FindBook
排序:
 
 有 1 項符合

Kirthi Raman

的圖書
Python: Data Analytics and Visualization
$ 0
    電子書
Python: Data Analytics and Visualization
作者:Phuong Vo.T.H,Martin Czygan,Ashish Kumar,Kirthi Raman 
出版社:Packt Publishing
出版日期:2017-03-31
語言:英文   
樂天KOBO 樂天KOBO - 電腦  - 來源網頁  
圖書介紹看圖書介紹
圖書介紹 - 資料來源:樂天KOBO   評分:
圖書名稱:Python: Data Analytics and Visualization

Understand, evaluate, and visualize data

About This Book

  • Learn basic steps of data analysis and how to use Python and its packages
  • A step-by-step guide to predictive modeling including tips, tricks, and best practices
  • Effectively visualize a broad set of analyzed data and generate effective results

Who This Book Is For

This book is for Python Developers who are keen to get into data analysis and wish to visualize their analyzed data in a more efficient and insightful manner.

What You Will Learn

  • Get acquainted with NumPy and use arrays and array-oriented computing in data analysis
  • Process and analyze data using the time-series capabilities of Pandas
  • Understand the statistical and mathematical concepts behind predictive analytics algorithms
  • Data visualization with Matplotlib
  • Interactive plotting with NumPy, Scipy, and MKL functions
  • Build financial models using Monte-Carlo simulations
  • Create directed graphs and multi-graphs
  • Advanced visualization with D3

In Detail

You will start the course with an introduction to the principles of data analysis and supported libraries, along with NumPy basics for statistics and data processing. Next, you will overview the Pandas package and use its powerful features to solve data-processing problems. Moving on, you will get a brief overview of the Matplotlib API .Next, you will learn to manipulate time and data structures, and load and store data in a file or database using Python packages. You will learn how to apply powerful packages in Python to process raw data into pure and helpful data using examples. You will also get a brief overview of machine learning algorithms, that is, applying data analysis results to make decisions or building helpful products such as recommendations and predictions using Scikit-learn.

After this, you will move on to a data analytics specialization—predictive analytics. Social media and IOT have resulted in an avalanche of data. You will get started with predictive analytics using Python. You will see how to create predictive models from data. You will get balanced information on statistical and mathematical concepts, and implement them in Python using libraries such as Pandas, scikit-learn, and NumPy. You'll learn more about the best predictive modeling algorithms such as Linear Regression, Decision Tree, and Logistic Regression. Finally, you will master best practices in predictive modeling.

After this, you will get all the practical guidance you need to help you on the journey to effective data visualization. Starting with a chapter on data frameworks, which explains the transformation of data into information and eventually knowledge, this path subsequently cover the complete visualization process using the most popular Python libraries with working examples

This Learning Path combines some of the best that Packt has to offer in one complete, curated package. It includes content from the following Packt products:

  • Getting Started with Python Data Analysis, Phuong Vo.T.H &Martin Czygan
  • Learning Predictive Analytics with Python, Ashish Kumar
  • Mastering Python Data Visualization, Kirthi Raman

Style and approach

The course acts as a step-by-step guide to get you familiar with data analysis and the libraries supported by Python with the help of real-world examples and datasets. It also helps you gain practical insights into predictive modeling by implementing predictive-analytics algorithms on public datasets with Python. The course offers a wealth of practical guidance to help you on this journey to data visualization

贊助商廣告
 
金石堂 - 今日66折
【阿育吠陀養生智慧套書】(三冊):《阿育吠陀療法(二版)》、《阿育吠陀原理(二版)》、《阿育吠陀養生湯》
作者:維桑特.賴德
出版社:橡實
出版日期:2024-02-26
66折: $ 1043 
金石堂 - 今日66折
個人實相的本質有聲書第6輯﹝新版﹞
作者:許添盛主講
出版社:賽斯文化
出版日期:2016-04-01
66折: $ 660 
金石堂 - 今日66折
謝頓‧帕金人類圖套書(三冊):《人類圖,找回你的原廠設定》、《人類圖輪迴交叉全書》、《人類圖爻線全書》
作者:謝頓.帕金
出版社:橡實
出版日期:2022-07-27
66折: $ 1175 
金石堂 - 今日66折
個人與群體事件的本質﹝第4輯﹞
作者:許添盛
出版社:賽斯文化
出版日期:2007-10-01
66折: $ 660 
 
Taaze 讀冊生活 - 暢銷排行榜
大家說英語雜誌 2月號/2025
出版社:創新書報股份有限公司
出版日期:2025-01-15
$ 162 
金石堂 - 暢銷排行榜
不經意陷入愛情 double  (特裝版)(全)
作者:鈴丸みんた
出版社:東立出版社
出版日期:2025-01-22
$ 170 
博客來 - 暢銷排行榜
失控的焦慮世代:手機餵養的世代,如何面對心理疾病的瘟疫
作者:強納森.海德特 (Jonathan Haidt)
出版社:網路與書出版
出版日期:2024-11-29
$ 379 
博客來 - 暢銷排行榜
偽裝的真實之吻 break 上+下(首刷限定版)
$ 357 
 
博客來 - 新書排行榜
治癒悖論 deeper 上
$ 136 
博客來 - 新書排行榜
袖珍動物園1:探索臺灣大冒險(限量親簽+臺灣地理大挑戰翻翻卡)
出版日期:2025-02-05
$ 276 
金石堂 - 新書排行榜
What Does the Fox Say?狐狸說了什麼?-04
作者:팀가지
出版社:長鴻出版社股份有限公司
出版日期:2025-01-24
$ 316 
金石堂 - 新書排行榜
神奇柑仔店系列:招財貓的每一天(首刷限量贈送三款喵喵納福小卡)
作者:廣嶋玲子
出版社:親子天下股份有限公司
出版日期:2024-12-30
$ 284 
 

©2025 FindBook.com.tw -  購物比價  找書網  找車網  服務條款  隱私權政策