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Top 10 best Python books [updated in 2021]

編輯:Python

With the increase of employment opportunities in the software boom , Yes python Developers are in great demand . Can read through concepts and practice logical method solutions , To master Python Programming Skill .

Python Coding books enable you to create interesting and interesting projects with novel ideas . They can help you create great designs with custom options , It can also be Andro-humanoid Robots make simple electronic components .

What is? Python?

Python It's a high-level programming language , It is used to use the correct tools and library files Web Development , Desktop applications , Artificial intelligence ,OS, Prototype ,GUI application , The image processing , Scientific Computing . Besides , It also addresses complex scientific and digital applications by facilitating data analysis and visualization .

Why must I read Python Programming books ?

Python The book was introduced into the market , Most like supporting library files , User friendly data structure , Open source platform ,3 Three advantages of the third party module , Easy to learn , High production efficiency , Fast . All these key functions enable users to create their own dream projects , It can generate accurate results in a shorter time ( Error free output ), So that users are satisfied .

In this paper , We are right. 2020 Best of year Python Top ten books The list is sorted , This checklist can help novice learners , College students' , Technical personnel , Researchers and professionals master python programing language .

 

hot Python Programming book reviews

1. Python Programming – Introduction to computer science ( The first 3 edition )



 

3 RD edition Python Programming is an updated version , New techniques that encourage fresh learning in time testing methods . It details 《 Introduction to Computer Science 》.

And Python Compared with the second edition of programming , This update has brought many changes by introducing a discussion about its threats or dangers .

With the increasing use of computers and the Internet , Network security has become a major problem . The editors of this book illustrate new graphic examples by giving examples , This complex algorithm is explained ,

This book contains 552 page , These pages provide a clear... In carefully written English python Programming information , And their respective data structures , grammar , Code implementation, etc .

To sum up , This book is a good source of information , It only introduces beginners and programming enthusiasts to the use of Python Great skill in programming . And high school students can easily understand the medium difficulty level of these concepts .

 

2.Learning with Scikit-and TensorFlow

As a novice or experienced coder , You may face difficulties in solving complex coding problems . For them , first-class , The affordable solution is to get hands-on Python Machine learning manual .

This 1 The Japanese version is equipped with a series of breakthroughs , The concept of deep learning , Encourage students to , Improved machine learning skills . You will learn about simple , How effective tools can help apply this technology to implementing programs and learning data .

It also uses specific examples , Theory and python frame ( For understanding concepts scikit-learn and tensorflow) And effective tools for building intelligent systems , It's explained in detail .

Scikit Study

Scikit-learn yes python Machine learning library in , With regression , clustering algorithm , Vector machines , Random forest and gradient lifting function , This is a better way to learn machine learning .

Tensor flow

Tensorflow Is an open source programming language that performs complex numerical calculations . Its flexible design and architecture allow you to compute for a variety of platforms CPU,GPU, From desktops to mobile servers and other cutting-edge models .

This book 572 page Python The machine revenue book contains information that will help to achieve the following objectives :

  • Explore Python Machine learning language .
  • Scikit Learning methods help track and understand projects from end to end .
  • A brief introduction to vector machines , Random forests , Decision tree and assembly method .
  • Use Tensor Flow The library function can build and train the neural network architecture , recursive , Convolution networks and deep reinforcement learning .
  • Apply actual coding examples , There is no need to master too many machine learning theories or algorithms .

in general , This book is most suitable for those who have prior knowledge of programming and are familiar with python People who program concepts and libraries . You should also be able to understand mathematical concepts at the university level , for example – Differential and integral calculus , linear algebra , Probability and Statistics .

 

3. Python The crash course of - Programming Introduction (1 Japan    edition )

3 One of the secondary lists is Python A crash course book . This wonderful book can help you write programs , Give a full introduction , Solve problems and generate results in less time .

When reading this book , You will be able to understand basic programming concepts , For example, a list of , Dictionaries , class , loop , And practice writing and executing code for each specific topic . Besides , You'll also learn how to make your program interactive and test your code safely .

This book 560 page python The crash course book on programming contains 3 A project , For example, space invaders , with python The data visualization of super convenient library and the simplicity of online setting Web Applications . Besides , It can help you learn some important things , For example, how to ……

  • Create and customize Web Applications and secure online settings .
  • Process code , Installation errors to resolve your dream project .
  • Use python Tools and libraries , Include matplotlib,NumPy and Pygal.
  • Use data related algorithms to generate interactive visualizations .
  • You can make a keyboard that responds , Click the mouse and develop more difficult in the game 2D game .

 

4. utilize Python Data analysis

This book is used for data analysis python The book deals with being used in python In dealing with , Handle , Basic knowledge of data cleaning and processing . For those who want to learn Python People who code and help solve complex algorithms in real-time projects , It's very beneficial .

In this 2 The main update to the second edition of Python's data analysis book includes actual case studies , The statistical model and scikit Study .

This wonderful book focuses on Python Code in , Libraries and data science tools . You will also be familiar with pandas,NumPy,IPython and Jupyter And so on , These concepts can be further implemented in real-time projects or applications .

By analyzing the data in detail / logistics , It provides an excellent solution to coding errors . The language is simple , Easy to read and understand . This book consists of 544 page , It briefly introduces the following contents …

  • Use matplotlib Create informative visualization files .
  • Start using the data analysis tools in the panda library .
  • Analyze and process regular and irregular time series data .
  • understand NumPy( Numbers Python) Basic and advanced features in .
  • Use flexible tools to load , clear , transformation , Merge and reshape data .
  • Use IPython shell and Jupyter Notebook for exploratory Computing .
  • Panda groups are applied by facility to slice the dataset , Slicing and summarizing .
  • Solve the problem of real-time data analysis through detailed and detailed examples .

most important of all , This book python Programming books for researchers , Professional programmers and novices who want to learn from data science and Computing python For people who , It's a good addition .

Are you a person eager to create creative and interesting projects ? then ,Python Cookbook 3rd Edition Is proficient python A necessary manual for coding knowledge . This book is famous for making robots and other electronic products . 

5. Python Cookbook Chinese version The first 3 edition

This book is all about Python Language and library parts , They will help you solve a series of complex programming problems .

If you need to use Python 3 Programming , Or want to update the new version , Then this book is very suitable for you . It includes the use of Python-3.3 Write and test Utilities , These programs focus primarily on modern tools and idioms .

706 page python Recipes cover the following topics , When there is no error in the given information , All of this helps generate the exact output …

  • function
  • C Expand
  • Concurrent
  • Document and I / O
  • Strings and literals
  • Classes and objects
  • Metaprogramming
  • Modules and packaging
  • Testing and debugging
  • Numbers , Date and time
  • Iterators and generators
  • Data coding and processing
  • Data structures and algorithms
  • Network and network programming
  • Practical scripting and system management

in general , This book python Recipes are those who want to master python Programming language people's tickets . In all chapters , It all uses “ Learning while doing ” Methods , Including topic generators and iteration techniques .

6.Python Deep learning  

This book is most suitable for those who are willing to use Python Programming tools and techniques to understand and design advanced concepts . It guides you through python Programming language and human-computer interaction to learn , Building robots , Gadgets and many software applications .

This kind of learning python The clever method of books comes with 236 Page information , Can help you learn the basics , For example, how to code and run ,python Target and number types , character string , Index and slice , Key parameters , function , The metaclass ,unicode Processing, etc

This book is best for beginners , Engineers and professionals design creative projects in the physical world . Besides , Everyone can use it , And you just need some technical interest to get involved .

Here are some examples of how users can read this python Key skills to benefit from codebooks . Have a look !

  • Improve learning ability .
  • You will not feel bored or sleepy .
  • exactly , It's not hard to learn .
  • Easy to understand and implement .
  • Interactive exercises keep you in the coding section .

To sum up , This kind of learning python The clever method of books is very good , And it's affordable . For robots , For students or engineers in computer science or electronics , This book Python Study books should be mandatory .

If you want your children to create their own projects with innovative ideas , that Python Books offer many learning opportunities from basics to incredible real-time projects . 

7. Python for Kids – Interesting programming introduction

For children Python Books provide a step-by-step process , Help them build and develop core programming skills . For troubleshooting and operating systems as well as creating interesting , Exciting projects for children interested in , This is absolutely useful .

This powerful programming language is easy to learn , Because its vocabulary is very simple , And when programming follow “ Learn on demand ” Method . It provides incredible projects to stay engaged , And teach children how to write code , Compile and execute without any errors .

For ease of understanding , Some programming examples are given , Like monsters , Secret Service , Thieves, crows, etc . In order to attract the children's attention , Coloring the code , analyse , Programming challenges , Full color illustrations make things easier .

When an error occurs in the program ( That is, grammatical errors , Statement missing , function , Class etc. ) when , It provides a clear idea for the re inspection process . When you read 344 Page of the programming manual , You will also learn how to :

  • Create a game , Animation and other graphic wonders .
  • Use basic data structures , Such as lists and maps .
  • Use functions and modules to organize and reuse code .
  • Use Python Of turtle Module drawing shapes and patterns .
  • Access control structure , Such as loops and conditional statements .

To sum up ,Python for Kids Bring your child into the programming world . Coding challenges , The logical solutions at the end of each chapter make it easier for your brain to understand . If your child is new to computer programming , Then don't worry about this book .

8. Python skill – Amazing Python Functional buffet  

As a novice , To learn Python It's hard to tell the whole story of . however , With the help of this Python Tricks Books , You will be able to focus on the really important technical coding skills .

And others python Programming books , Its price is reasonable , For those software enthusiasts and enthusiasts who are very happy to start making beautiful projects easily , It is a good platform .

This book comes with simple examples , And the step-by-step process makes it easy for everyone to set up , download , edit , Programming and compiling . It teaches advanced functions , For example, interfacing hardware and software , Programming and debugging . It is very suitable for engineers and experienced coders who handle high-end projects .

If you are proficient python Language , You can easily and naturally think of a logical way to write code . This paperback contains 302 page , Provide... In simple English , For the convenience of readers .

Why read this book ?

  • Create code for making dream projects .
  • Master coding skills and execute correctly .
  • In order to experience the modern mode , stay Python-3 Some concepts are introduced in .
  • By choosing idioms and practical techniques , stay python Work quickly and efficiently on .

9. Python Data Science Handbook – Basic tools for processing data ( The first 1 edition )

Although you have no programming experience , But reading Python The data science manual will let you know interesting facts that you have never encountered in coding . You will be able to learn python How the module works , Programming concepts , Compilation and its commercial applications .

This 548 page python The data science manual covers the following topics ...

  • IPython- Beyond the ordinary python
  • NumPy brief introduction
  • Panda data processing
  • Matplotlib visualization
  • machine learning

Python Is to use a standard library to store , Best in class tools for manipulating and gaining insight into data . There are many online / Separate tools available offline , But this is the only tool that will work for all (IPython,NumPy,Pandas,Matplotlib,Scikit-Learn And other related tools ) A perfect combination of tools .

This book is in good order , Write... In simple English , With code , Example , Graphics, images, etc , For the convenience of users . All of this makes it easy to understand and analyze complex concepts .

You will be able to read and write Python Code , To solve everyday problems and visualize data using building statistical or machine learning models .

To make a long story short , This is a Python A necessary reference for scientific computing .548 Page information book covers the depth of all topics , It provides a clear idea for readers to write a program for a dream project .

What will you learn  

10. master Python The Internet – One stop solution for network automation

To be used Python Experts who perform advanced network related tasks . A small question that comes to mind is how and where to start Python Software ? The best and affordable solution is to use diving resources that suit your skills . By reading “ master Python Network knowledge ” One book can realize .

This book consists of 446 page , First of all, I reviewed TCP / IP The protocol and Python The core elements of language . later , You will encounter different library files , To computerize the tasks of current network providers .

  • Realize network security
  • Build on Flask Of Web service API
  • Python and TCP / IP The basics of the suite
  • Integrate Ansible To control Cisco,Juniper and Arista The Internet .
  • When the device does not support API When executing a command Python.
  • By way of Python And Cisco,Juniper and Arista Integration to implement automation technology .

These automated legacy network devices are based on command line interfaces , have API Newer equipment supported and hands-on experiments to achieve goals . Besides , You will learn about testing , Protect , Open source tools for monitoring and visualizing networks .

Python The framework helps build custom networks Web service , have Open Flow Based on the python The controller , To learn conceptual theory and applications .

ad locum , I have listed this master python The contents of the web manual . Please review and follow simple but useful strategies for designing new designs .

  • blend SDN
  • Network security
  • Open flow foundation
  • Advanced open process theme
  • API And intention driven networks
  • Low level network device interaction
  • Use python To build the network Web service
  • Use python Network monitoring ( The first 1 and 2 part )
  • review TCP / IP The protocol and python Language
  • Python Automation framework (Ansible Basics )
  • advanced python Automation framework (Ansible Advanced themes )

Overall speaking , This book is well versed in python Web books are very suitable for beginners , Amateurs , Technicians and experts use , Because they will understand python Every detail of the programming language . Besides , It also develops skills to perform all networking tasks and device automation through extensive practice .

Conclusion : 

up to now , We learned about the top ten Python Programming books , These books can help beginners , Coders and professionals can easily solve large and complex algorithms .

Finding the right book always depends on your skills and what you want to learn . If you have trouble choosing the best book , Please read the books listed in the article , To help you make the right decision . We have based on the price , Industry needs and children , Freshmen , They are classified according to their use from coders to professionals .

Which book do you like best python Code book , Why? ? Have you read any of the above books ? In the comments section below , Share your questions and experiences with us .

 


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