Python Master
 |
Description
Book Introduction
Python programming basics and data analysis
Master the basics of Python in one book!
"Python Master" is a book aimed at readers who are learning Python for the first time. You can learn everything from Python's basic grammar to NumPy, Pandas, data visualization, machine learning, and deep learning.
Each chapter covers essential Python concepts and grammar, and provides a five-step, repetitive learning process to help you build the skills needed for practical development.
I hope that this book's step-by-step training will help you develop your problem-solving skills and master Python.
※ This book was developed as a textbook for university lectures, so it does not provide answers to practice problems.
Master the basics of Python in one book!
"Python Master" is a book aimed at readers who are learning Python for the first time. You can learn everything from Python's basic grammar to NumPy, Pandas, data visualization, machine learning, and deep learning.
Each chapter covers essential Python concepts and grammar, and provides a five-step, repetitive learning process to help you build the skills needed for practical development.
I hope that this book's step-by-step training will help you develop your problem-solving skills and master Python.
※ This book was developed as a textbook for university lectures, so it does not provide answers to practice problems.
- You can preview some of the book's contents.
Preview
index
Part 01 Python Basics
Chapter 01 Programming and Python
1.1 Programming Language
1.2 Python Concepts
1.3 Python Development Environment
1.4 First time encountering the program
1.5 Plus Example: String Output
1.6 Plus Example: Outputting the Results of Operations
summation
Practice Problems / Programming Problems
Chapter 02 Variables and Operators
2.1 Variables
2.2 Data types
2.3 Input and Output
2.4 Operators
2.5 Plus Example: Time Unit Converter
2.6 Plus Example: Order Amount Calculator
summation
Practice Problems / Programming Problems
Chapter 03 Selection Structure
3.1 Comparison Operators
3.2 Selection Structure
3.3 Logical Operators
3.4 Function
3.5 Plus Example: Temperature Converter
3.6 Plus Example: Comparing the Area of Two Shapes
summation
Practice Problems / Programming Problems
Chapter 04 Repetitive Structure
4.1 for statement
4.2 while statement
4.3 Plus Example: Number Guessing Game
4.4 Plus Example: Translator
summation
Practice Problems / Programming Problems
Part 02 Advanced Python
Chapter 05 List
5.1 List Overview
5.2 Handling Lists
5.3 Plus Example: Dictionary of the Joseon Dynasty's Royal Genealogy
5.4 Plus Example: Element Finder
summation
Practice Problems / Programming Problems
Chapter 06 Strings
6.1 Overview of Strings
6.2 Handling Strings
6.3 Plus Example: Morse Code Translator
summation
Practice Problems / Programming Problems
Chapter 07 Dictionary
7.1 Overview of dictionaries
7.2 Working with dictionaries
7.3 Plus Example: Programming Language Preference Survey
7.4 Plus Example: English Vocabulary Quiz
summation
Practice Problems / Programming Problems
Chapter 08 Data Visualization
8.1 Drawing a Graph
8.2 Handling Images
8.3 Plus Example: Frequency Graph of Popular Courses
quest
summation
Practice Problems / Programming Problems
Chapter 09 Array
9.1 Overview of NumPy Arrays
9.2 Using Arrays
9.3 Plus Example: Visualizing the Number of Births
quest
summation
Practice Problems / Programming Problems
Chapter 10 Objects
10.1 Objects and Classes
10.2 Inheritance
10.3 Plus Example: Car Class and Object
summation
Practice Problems / Programming Problems
Part 03 Python Data Analysis
Chapter 11 Data Analysis
11.1 Pandas DataFrames
11.2 Data Preprocessing
11.3 Pandas Functions
11.4 Using File Data
11.5 Plus Example: The Correlation Between Car Engine Displacement and CO2 Emissions
quest
summation
Practice Problems / Programming Problems
Chapter 12 Survey Data Analysis and Map Visualization
12.1 Google Survey Results Integration
12.2 Map Visualization
12.3 Plus Example: Map of Tourist Attraction Visitors
quest
summation
Practice Problems / Programming Problems
Chapter 13 Machine Learning
13.1 Overview of Machine Learning
13.2 Machine Learning Classification
13.3 Machine Learning Regression
13.4 Plus Example: Classifying MNIST
summation
Practice Problems / Programming Problems
Chapter 14 Deep Learning
14.1 Overview of Deep Learning
14.2 Deep Learning Classification
14.3 Deep Learning Regression
14.4 Plus Example: Predicting Diabetes Progression
summation
Practice Problems / Programming Problems
Chapter 01 Programming and Python
1.1 Programming Language
1.2 Python Concepts
1.3 Python Development Environment
1.4 First time encountering the program
1.5 Plus Example: String Output
1.6 Plus Example: Outputting the Results of Operations
summation
Practice Problems / Programming Problems
Chapter 02 Variables and Operators
2.1 Variables
2.2 Data types
2.3 Input and Output
2.4 Operators
2.5 Plus Example: Time Unit Converter
2.6 Plus Example: Order Amount Calculator
summation
Practice Problems / Programming Problems
Chapter 03 Selection Structure
3.1 Comparison Operators
3.2 Selection Structure
3.3 Logical Operators
3.4 Function
3.5 Plus Example: Temperature Converter
3.6 Plus Example: Comparing the Area of Two Shapes
summation
Practice Problems / Programming Problems
Chapter 04 Repetitive Structure
4.1 for statement
4.2 while statement
4.3 Plus Example: Number Guessing Game
4.4 Plus Example: Translator
summation
Practice Problems / Programming Problems
Part 02 Advanced Python
Chapter 05 List
5.1 List Overview
5.2 Handling Lists
5.3 Plus Example: Dictionary of the Joseon Dynasty's Royal Genealogy
5.4 Plus Example: Element Finder
summation
Practice Problems / Programming Problems
Chapter 06 Strings
6.1 Overview of Strings
6.2 Handling Strings
6.3 Plus Example: Morse Code Translator
summation
Practice Problems / Programming Problems
Chapter 07 Dictionary
7.1 Overview of dictionaries
7.2 Working with dictionaries
7.3 Plus Example: Programming Language Preference Survey
7.4 Plus Example: English Vocabulary Quiz
summation
Practice Problems / Programming Problems
Chapter 08 Data Visualization
8.1 Drawing a Graph
8.2 Handling Images
8.3 Plus Example: Frequency Graph of Popular Courses
quest
summation
Practice Problems / Programming Problems
Chapter 09 Array
9.1 Overview of NumPy Arrays
9.2 Using Arrays
9.3 Plus Example: Visualizing the Number of Births
quest
summation
Practice Problems / Programming Problems
Chapter 10 Objects
10.1 Objects and Classes
10.2 Inheritance
10.3 Plus Example: Car Class and Object
summation
Practice Problems / Programming Problems
Part 03 Python Data Analysis
Chapter 11 Data Analysis
11.1 Pandas DataFrames
11.2 Data Preprocessing
11.3 Pandas Functions
11.4 Using File Data
11.5 Plus Example: The Correlation Between Car Engine Displacement and CO2 Emissions
quest
summation
Practice Problems / Programming Problems
Chapter 12 Survey Data Analysis and Map Visualization
12.1 Google Survey Results Integration
12.2 Map Visualization
12.3 Plus Example: Map of Tourist Attraction Visitors
quest
summation
Practice Problems / Programming Problems
Chapter 13 Machine Learning
13.1 Overview of Machine Learning
13.2 Machine Learning Classification
13.3 Machine Learning Regression
13.4 Plus Example: Classifying MNIST
summation
Practice Problems / Programming Problems
Chapter 14 Deep Learning
14.1 Overview of Deep Learning
14.2 Deep Learning Classification
14.3 Deep Learning Regression
14.4 Plus Example: Predicting Diabetes Progression
summation
Practice Problems / Programming Problems
Detailed image
GOODS SPECIFICS
- Date of issue: January 17, 2025
- Page count, weight, size: 752 pages | 1,475g | 188*257*29mm
- ISBN13: 9791173400018
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