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Directory of Python full stack basic tutorial

編輯:Python

Column address : 《Python Full stack basic tutorial 》


Update progress ( Ongoing update ~)


0. Preface :

  • ??? The authors introduce :【】—CSDN High quality creators in the whole stack field 、HDZ Core group members 、 Huawei cloud sharing expert Python Full stack domain bloggers 、CSDN The author of the force program

  • ??? This article has been included in Python Full stack series column :《Python Full stack basic tutorial 》.

  • ??? Popular column recommendation :《Django Framework from the entry to the actual combat 》、《 A series of tutorials from introduction to mastery of crawler 》、《 Reptile advanced 》、《 Front end tutorial series 》、《tornado A dragon + A full version of the project 》.

  • ??? This column is for the majority of program users , So that everyone can do Python From entry to mastery , At the same time, there are many exercises , Consolidate learning .

  • ??? After subscribing to the column **** But there are more than 1000 people talking privately Python Full stack communication group ( Teaching by hand , Problem solving ); Join the group to receive Python Full stack tutorial video + Countless computer books : Basics 、Web、 Reptiles 、 Data analysis 、 visualization 、 machine learning 、 Deep learning 、 Artificial intelligence 、 Algorithm 、 Interview questions, etc .

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1. Column catalog :

One 、Python Base part

《1.Python brief introduction && Development environment configuration && Tool preparation 》
《2.Pycharm Shortcut keys and practical configuration 》
《3.Python Basic grammar ( One )【 Scattered knowledge points 】》
《4.Python Basic grammar ( Two )【 Overview of common standard libraries 】》
《5.Python Basic grammar ( 3、 ... and )【 Seven operators 】》
《6.Python Basic grammar ( Four )【 Conditional statements 】》
《7.Python Basic grammar ( 5、 ... and )【 Loop statement 】》
《8.Python Basic grammar ( 5、 ... and ) To continue 【 Saying without practicing the fake trick , Last question 】》
《9.Python Basic grammar ( 6、 ... and )【 Data type conversion 】》
《10.Python data type ( One )【Number Numeric type 】》
《11.Python data type ( Two )【string String type 】》
《12.Python data type ( 3、 ... and )【list List the type 】》
《13.Python data type ( Four )【tuple A tuple type 】》
《14.Python data type ( 5、 ... and )【dict Dictionary type 】》
《15.Python data type ( 6、 ... and )【set Collection types 】》
《16.Python function ( One )【 What is a function & How to call & How to customize functions & Variable and immutable objects 】》
《17.Python function ( Two )【 Function parameter : Required parameters 、 Key parameters 、 Default parameters 、 Indefinite length parameter 】》
《18.Python function ( 3、 ... and )【 Anonymous functions & Global and local variables 】》
《19.Python function ( Four )【Python Common built-in functions 】》
《20.Python function ( 5、 ... and )【 Functional programming The first half 】》
《21.Python function ( 6、 ... and )【 Functional programming The second half 】》
《22.Python function ( 7、 ... and )【Python modular 】》
《23.Python file I/O( One )【 Detailed explanation open() function & Context manager with…as】》
《24.Python file I/O( Two )【 exception handling & Assertion assert】》
《25.Python file I/O( 3、 ... and )【StringIO and BytesIO&pickle serialize 】》
《27.Python Database operation ( One )【 Built in database SQLite and ORM frame SQLAlchemy】》

《【Python Crawler essential technology stack 】urllib library &&urllib3 library 》
《 Twenty thousand word blog posts teach you python Reptiles requests library 【 Detailed explanation 】》
《 Look at it together. Python Iterators in & generator 》
《 A lesson makes you thoroughly understand python Try one of the most frequently asked questions inside. Copy the depth 》
《 A lesson makes you thoroughly understand python Single star in (*) And the double star (**) Differences and actual usage of the project —— Learn from me !》

【 Ongoing update ~】


Two 、Python Common modules

《 How to manage a lot of your downloads Python package 【??win Environment and linux Environment to create a virtual environment ??】》
《Python100 Day Mastery Guide And re Regular expressions 》
《?? To make Python, Dare you say you won't logging modular ???》
《Python Common modules And hashlib modular —— Simple implementation of login registration 》
《Python Common modules And datetime & sxtwl modular —— Realize the conversion of yin and Yang calendar birthdays 》
《Python Common modules And datetime modular —— Processing time and date 》
《Python Common modules And jsonpath modular —— Realization : analysis json data 》
《Python Common modules And random modular —— Realize people and computer guessing 》
《Python Common modules And datetime Module and logging Practical use of modules 》
《Python One of the common modules json modular 》
《Python Common modules And base64 modular 》
《Python Common modules And hashlib modular 》
《Python Common modules hashlib,pymysql,logging and datetime Module exercise detection 》
《Python Common modules And threading and Thread modular The first stage Implementation of threads 》
《Python Common modules And threading and Thread modular The second stage Thread communication and queue base operation 》
《Python Common modules And threading and Thread modular The third stage Thread pool 》
《 Use queues to share data between processes 》

【 Ongoing update ~】


3、 ... and 、Python The actual part

Many children's shoes learn Python The reason is to use it to simplify the work , Solve some trivial problems in daily work , This part is some small projects that the blogger helps the fans realize in the fan group / Small operation .

《 Use generator and recursion to convert two-dimensional or even multi-dimensional list into one-dimensional list (python Realization )》
《 The dictionary turns to json And save it in the file , Then read from this file ‘ handsome ’ This character prints out 》
《 Two lines of code remove all spaces from the list , Line breaks and tabs 》
《 Print hourglass ------ Use c and python Realization 》
《 Statistics of each digit of the number 》

【 Ongoing update ~】


Four 、Python Exercise part

Practice is the only criterion for testing truth , The programming world also taboo the non operation of optical theory , No code . So this section provides a lot of exercises , For everyone to strengthen learning .
I hope children's shoes look at the questions first, not the answers , See if you can write it all out ~
【 In this part, the blogger will update >=1000 Problem !!! Let's rush together ~】

《Python Practice every day —— The first level of core foundation : Import Python The basic mode of module / Specify an alias for the imported module 》

《Python Practice every day —— The second level of core foundation : Set the method of module search path /pycharm How to set the search path in / Set the search path in the console 》

《Python Practice every day —— The third level of core foundation : There are five ways to connect strings / There are three ways to connect between strings and non strings 》

《Python Practice every day —— The fourth level of core foundation : Represents the value of different base numbers and the conversion between major base numbers 》

《Python Practice every day —— The fifth level of core foundation : Modify the letters in the string and split the string 》

《Python Practice every day —— The sixth level of core foundation : Detection related methods in string 》

《Python Practice every day —— The seventh level of core foundation : Use of segments 》

《Python Practice every day —— The eighth level of core foundation : Integer formatting and floating point number formatting 》

《Python Practice every day —— The Ninth level of core foundation : The use of escape characters / Invalidate the escape character / Keep the original format of the string 》

《Python Practice every day —— Core foundation level 10 :print The core function of the function 》

《Python Practice every day —— list , Tuples and dictionaries are the first level : Knowledge about lists and sets and the transformation between lists and sets 》

《Python Practice every day —— list , Tuple and dictionary second level : Basic operations of sets and operations between sets 》

《Python Practice every day —— list , Tuple and dictionary third level : What are the ways to connect two lists / What's the difference between these connections 》

《Python Practice every day —— list , Tuple and dictionary level 4 : Manually disrupt the order of list elements / Arrange randomly API》

《Python Practice every day —— list , Tuple and dictionary level 5 : Single star operator and double star operator 》

《Python Practice every day —— list , Tuple and dictionary level 6 : Generate lists and dictionaries with loops 》

《Python Practice every day —— list , Tuples and dictionary level 7 :zip and dict Use of functions 》

《Python Practice every day —— list , Tuples and dictionary level 8 : Understand the main differences between lists and tuples 》

《Python Practice every day —— list , Tuples and dictionary level 9 : List sort Method /sorted function 》

《Python Practice every day —— list , Tuples and dictionary level 10 : Class Magic Method /operator modular /sort Methods and sorted Functional key Parameters 》

《Python Practice every day —— list , Tuples and dictionary level 11 :del and pop Usage of 》

《Python Practice every day —— list , Tuples and dictionary level 12 :lambda Expression usage 》

《Python Practice every day —— list , Tuples and dictionary level 13 : Data types supported by dictionary key values 》

《Python Practice every day —— list , Tuples and dictionary level 14 :itertools Module API》

《Python Practice every day —— list , Tuples and dictionary level 15 : How to change from list to generator 》

《Python Practice every day —— list , Tuples and dictionary level 16 :json Use of module related functions 》

《Python Practice every day —— String and regular expression first pass : The way of string formatting / Template string 》

《Python Practice every day —— String and regular expression second pass : use fstring Method format string 》

《Python Practice every day —— String and regular expression third pass :python Basic operations supported by strings 》

《Python Practice every day —— String and regular expression fourth pass :format Detailed usage of formatted string 》

《Python Practice every day —— String and regular expression fifth pass : Various methods of string centered display 》

《Python Practice every day —— String and regular expression sixth pass :join Application of methods 》

《Python Practice every day —— String and regular expression seventh pass :match Function usage 》

《Python Practice every day —— String and regular expression eighth pass :search Usage of 》

《Python Practice every day —— String and regular expression level 9 : Use of regular expression grouping 》

《Python Practice every day —— String and regular expression level 10 :findall Use of functions 》

《Python Practice every day —— String and regular expression level 11 :subn Use of functions 》

《Python Practice every day —— String and regular expression level 12 :findall Use of functions 》

《Python Practice every day —— The first step of data storage : Read XML Methods of node and attribute values 》

《Python Practice every day —— The second level of data storage :XML Translation of documents and dictionaries 》

《Python Practice every day —— The third level of data storage : How to put a JSON Document mapped to Python object 》

《Python Practice every day —— The fourth level of data storage : How to put a Python Object to the corresponding JSON character string 》

《Python Practice every day —— The fifth level of data storage : operation SQLite database 》

《Python Practice every day —— The sixth pass of data storage : operation MySQL database 》

《Python Practice every day —— The seventh level of data storage :ORM How much does the framework know 》

《Python Practice every day —— The eighth level of data storage : operation MongoDB database 》

【 Ongoing update ~】


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