finelybook
Python for data analysis: Tutorial for beginners (Python Series)
Authors: Eric Marston
ISBN-10 书号: 1077024274
ISBN-13 书号: 9781077024274
Publisher Finelybook 出版日期: 2019-06-29
pages 页数: 160 pages
Book Description
The content of this book is all about data analysis with Python programming language using NumPy,Pandas,and IPython. It has been grouped into chapters,with each chapter exploring a different aspect of data analysis. The author has provided Python codes for doing different data analysis tasks. All these codes have been tested to ensure they are working correctly. Corresponding explanations have also been provided alongside each piece of code to help the reader understand the meaning of the various lines of the code. In addition to this,screenshots showing the output that each code should return have been given. The author has used a simple language to make it easy even for beginners to understand. The author begins by exploring the basic to the complex tasks in data analysis.
What is inside the book?:
Why Python for Data Analysis?
Exploring the Libraries
Installation and Setup
Using IPython
Numpy Arrays and Vectorized Computation
Pandas Library
Data Wrangling
Data Visualization
Data Aggregation
Working with Time Series Data
Applications of Data Analysis Today
Introduction
Chapter 1: About Python Libraries
Chapter 2: Pandas Basics
Chapter 3: Retrieving,Processing,and Storing the Data
Chapter 4: Data Visualization
Chapter 5: Working with the Database
Chapter 6: Predictive Analytics and Machine Learning
Chapter 7: Time Series and Signal Processing
Conclusion
Bibliography
Human Skills Required For Successful Use of Predictive Analytics
Preparation of Analytical Data
Deployment of Higher Quality Models
