Python zero foundation from entry to mastery complete tutorial

This course seamlessly connects data development, artificial intelligence, and data analysis, and will challenge you to earn an annual salary of 300,000 yuan. You will start learning Python from scratch, and the development environment uses the latest version of python3.10. From software downloads and IDE use, students can understand Python step by step, master Python basic syntax, master the specifications and techniques of code writing, and the ability to debug bugs, and use Python third-party libraries to make visual charts. The course + supporting exercises combine learning and practice to train students' ability to solve problems independently and draw inferences from one example. The class is lively and interesting, not boring.

• Chapter 1：Python tutorial video (5 minutes and 49 seconds)

• Chapter 2：Getting started with Python (5 minutes and 52 seconds)

• Chapter 3：What is a Programming Language (6 minutes and 35 seconds)

• Chapter 4：Python Environment Installation Windows (6 minutes and 35 seconds)

• Chapter 5：【Expansion】-Python environment installation MacOS (6 minutes and 18 seconds)

• Chapter 6：[Expansion]-Python environment installation Linux (12 minutes and 6 seconds)

• Chapter 7：The first Python program HelloWorld (5 minutes and 7 seconds)

• Chapter 8：Explanation of the encapsulated after-class exercises (1 minutes and 45 seconds)

• Chapter 9：First Python Program FAQ (5 minutes and 15 seconds)

• Chapter 10：Python interpreter (11 minutes and 23 seconds)

• Chapter 11：Installation and basic use of PyCharm development tools (11 minutes and 45 seconds)

• Chapter 12：[Expand] Basic use of PyCharm (8 minutes and 47 seconds)

• Chapter 13：Chapter 1 Highlights (9 minutes and 41 seconds)

• Chapter 14：Literals (8 minutes and 28 seconds)

• Chapter 15：Notes (8 minutes and 50 seconds)

• Chapter 16：variable (12 minutes and 14 seconds)

• Chapter 17：Data Types (10 minutes and 1 seconds)

• Chapter 18：Data type conversion (13 minutes and 11 seconds)

• Chapter 19：Identifier (14 minutes and 40 seconds)

• Chapter 20：Operators (11 minutes and 28 seconds)

• Chapter 21：Three ways to define a string (9 minutes and 13 seconds)

• Chapter 22：String concatenation (5 minutes and 20 seconds)

• Chapter 23：String Formatting (12 minutes and 54 seconds)

• Chapter 24：Precision control for string formatting (7 minutes and 16 seconds)

• Chapter 25：String formatting method 2 (4 minutes and 50 seconds)

• Chapter 26：Formatting expressions (8 minutes and 57 seconds)

• Chapter 27：String formatting exercises explained (6 minutes and 43 seconds)

• Chapter 28：Data input statement (10 minutes and 27 seconds)

• Chapter 29：Boolean Types and Comparison Operators (17 minutes and 31 seconds)

• Chapter 30：The basic format of the if statement (10 minutes and 27 seconds)

• Chapter 31：Case Study - Judgment Explanation for Adults (3 minutes and 30 seconds)

• Chapter 32：if else combination judgment statement (7 minutes and 44 seconds)

• Chapter 33：Case-Do I need to buy a ticket? (3 minutes and 40 seconds)

• Chapter 34：Syntax for if-elif-else combination (17 minutes and 8 seconds)

• Chapter 35：Case - Guess the number in your mind (4 minutes and 23 seconds)

• Chapter 36：Nesting of judgment statements (17 minutes and 56 seconds)

• Chapter 37：Comprehensive case of judgment statement (7 minutes and 48 seconds)

• Chapter 38：Basic application of while loop (12 minutes and 13 seconds)

• Chapter 39：Case study: sum of 1-100 (4 minutes and 20 seconds)

• Chapter 40：While loop guessing number example (9 minutes and 42 seconds)

• Chapter 41：Nested application of while loop (12 minutes and 16 seconds)

• Chapter 42：While loop example - multiplication table (19 minutes and 59 seconds)

• Chapter 43：Basic syntax of for loop (10 minutes and 15 seconds)

• Chapter 44：For loop example - count how many letters a there are (3 minutes and 52 seconds)

• Chapter 45：range Statement (11 minutes and 29 seconds)

• Chapter 46：Temporary variable scope in for loop (6 minutes and 20 seconds)

• Chapter 47：Nested use of for loops (9 minutes and 22 seconds)

• Chapter 48：for loop prints the multiplication table (4 minutes and 29 seconds)

• Chapter 49：continue和break (12 minutes and 27 seconds)

• Chapter 50：Cycle Comprehensive Case (7 minutes and 43 seconds)

• Chapter 51：First experience with functions (11 minutes and 35 seconds)

• Chapter 52：Basic function definition syntax (9 minutes and 2 seconds)

• Chapter 53：Function basic definition practice case (2 minutes and 49 seconds)

• Chapter 54：Function parameters (10 minutes and 5 seconds)

• Chapter 55：Function parameter practice case (3 minutes and 8 seconds)

• Chapter 56：Function return value definition syntax (8 minutes and 5 seconds)

• Chapter 57：Function return value of None type (9 minutes and 11 seconds)

• Chapter 58：Function documentation (6 minutes and 10 seconds)

• Chapter 59：Nested function calls (4 minutes and 13 seconds)

• Chapter 60：Scope of variables in functions (9 minutes and 46 seconds)

• Chapter 61：Function Comprehensive Case (18 minutes and 34 seconds)

• Chapter 62：Getting started with data containers (4 minutes and 31 seconds)

• Chapter 63：List definition syntax (10 minutes and 35 seconds)

• Chapter 64：List subscript index (12 minutes and 0 seconds)

• Chapter 65：Common operations on lists (29 minutes and 58 seconds)

• Chapter 66：Common operations of lists after-class exercises (5 minutes and 42 seconds)

• Chapter 67：Looping through a list (14 minutes and 25 seconds)

• Chapter 68：Definition and operation of tuples (20 minutes and 48 seconds)

• Chapter 69：Definition and operation of strings (22 minutes and 23 seconds)

• Chapter 70：After-class exercises on strings (3 minutes and 37 seconds)

• Chapter 71：Slices of data containers (sequences) (12 minutes and 59 seconds)

• Chapter 72：Explanation of after-class exercises on sequence slicing (5 minutes and 15 seconds)

• Chapter 73：Definition and operation of sets (24 minutes and 8 seconds)

• Chapter 74：After-class exercises for collection (2 minutes and 50 seconds)

• Chapter 75：Dictionary definition (23 minutes and 26 seconds)

• Chapter 76：Common dictionary operations (15 minutes and 52 seconds)

• Chapter 77：Dictionary after-class exercises (9 minutes and 12 seconds)

• Chapter 78：Summary and comparison of 5 types of data containers (4 minutes and 6 seconds)

• Chapter 79：Common operations on data containers (16 minutes and 23 seconds)

• Chapter 80：Extension - How to compare string sizes (7 minutes and 3 seconds)

• Chapter 81：Multiple return values ​​from a function (4 minutes and 9 seconds)

• Chapter 82：Functions with multiple parameters (20 minutes and 26 seconds)

• Chapter 83：Functions passed as parameters (11 minutes and 41 seconds)

• Chapter 84：lambda anonymous function (9 minutes and 7 seconds)

• Chapter 85：File encoding concept (6 minutes and 55 seconds)

• Chapter 86：File read operations (27 minutes and 46 seconds)

• Chapter 87：Explanation of after-class exercises on file reading (8 minutes and 40 seconds)

• Chapter 88：File writing operation (9 minutes and 58 seconds)

• Chapter 89：Append write operation to a file (4 minutes and 52 seconds)

• Chapter 90：Comprehensive example of file operation (8 minutes and 34 seconds)

• Chapter 91：Understanding the anomaly (4 minutes and 53 seconds)

• Chapter 92：Exception Capture (21 minutes and 1 seconds)

• Chapter 93：Abnormal Transitivity (7 minutes and 25 seconds)

• Chapter 94：The concept of modules and import (17 minutes and 37 seconds)

• Chapter 95：Customize modules and import (14 minutes and 52 seconds)

• Chapter 96：Custom Python Packages (13 minutes and 11 seconds)

• Chapter 97：Install third-party packages (11 minutes and 6 seconds)

• Chapter 98：Exception-Module-Package-Comprehensive Case Explanation (21 minutes and 12 seconds)

• Chapter 99：Case Introduction (3 minutes and 13 seconds)

• Chapter 100：JSON data format conversion (14 minutes and 53 seconds)

• Chapter 101：Introduction to pyecharts module (7 minutes and 14 seconds)

• Chapter 102：Getting started with pyecharts (17 minutes and 37 seconds)

• Chapter 103：Data preparation (19 minutes and 37 seconds)

• Chapter 104：Generate a line chart (15 minutes and 58 seconds)

• Chapter 105：Data Visualization Case - Map - Basic Map Usage (10 minutes and 4 seconds)

• Chapter 106：Construction of national epidemic map (16 minutes and 29 seconds)

• Chapter 107：Mapping of the epidemic in Henan Province (10 minutes and 24 seconds)

• Chapter 108：Basic histogram construction (7 minutes and 38 seconds)

• Chapter 109：Basic timeline bar chart drawing (12 minutes and 36 seconds)

• Chapter 110：Dynamic GDP bar chart drawing (39 minutes and 6 seconds)

• Chapter 111：First acquaintance (10 minutes and 23 seconds)

• Chapter 112：Class member methods (17 minutes and 58 seconds)

• Chapter 113：Classes and Objects (9 minutes and 33 seconds)

• Chapter 114：Construction method (12 minutes and 21 seconds)

• Chapter 115：Magic Methods (15 minutes and 4 seconds)

• Chapter 116：Encapsulation (18 minutes and 45 seconds)

• Chapter 117：Explanation of the encapsulated after-class exercises (5 minutes and 49 seconds)

• Chapter 118：Basic syntax for inheritance (21 minutes and 43 seconds)

• Chapter 119：Override parent class members and call parent class members (13 minutes and 27 seconds)

• Chapter 120：Type annotations for variables (21 minutes and 18 seconds)

• Chapter 121：Function and method type annotations (6 minutes and 27 seconds)

• Chapter 122：Union type annotation (6 minutes and 14 seconds)

• Chapter 123：Polymorphism (14 minutes and 22 seconds)

• Chapter 124：Data Analysis Case Step 1 - File Reading (31 minutes and 24 seconds)

• Chapter 125：Data Analysis Case Step 2 - Data Calculation (10 minutes and 27 seconds)

• Chapter 126：Data Analysis Case Study Step 3 - Visualization Development (9 minutes and 37 seconds)

• Chapter 127：SQL Chapter Preface (4 minutes and 35 seconds)

• Chapter 128：Database Introduction (7 minutes and 33 seconds)

• Chapter 129：MySQL Installation (14 minutes and 29 seconds)

• Chapter 130：Getting Started with MySQL (12 minutes and 20 seconds)

• Chapter 131：SQL Basics and DDL (23 minutes and 0 seconds)

• Chapter 132：SQL-DML (18 minutes and 29 seconds)

• Chapter 133：SQL-DQL-Basic Query (6 minutes and 36 seconds)

• Chapter 134：SQL-DQL - Grouping Aggregation (9 minutes and 0 seconds)

• Chapter 135：SQL-DQL-Sorting Paging (10 minutes and 16 seconds)

• Chapter 136：Basic use of Python to operate MySQL (14 minutes and 21 seconds)

• Chapter 137：Python operation MySQL data insertion (5 minutes and 51 seconds)

• Chapter 138：Comprehensive Case (10 minutes and 29 seconds)

• Chapter 139：PySpark Practice - Introduction (8 minutes and 59 seconds)

• Chapter 140：Basic preparation (13 minutes and 55 seconds)

• Chapter 141：Data Entry (14 minutes and 10 seconds)

• Chapter 142：Data calculation-map method (16 minutes and 9 seconds)

• Chapter 143：flatMap Method (6 minutes and 23 seconds)

• Chapter 144：Data Calculation - reduceByKey Method (9 minutes and 12 seconds)

• Chapter 145：Data Calculation-Exercise Case 1 (8 minutes and 45 seconds)

• Chapter 146：Data calculation-filter method (4 minutes and 31 seconds)

• Chapter 147：Data calculation-distinct method (2 minutes and 16 seconds)

• Chapter 148：Data calculation - sortBy method (7 minutes and 2 seconds)

• Chapter 149：Data Calculation-Exercise Case 2 (14 minutes and 58 seconds)

• Chapter 150：Data output - output as Python object (9 minutes and 56 seconds)

• Chapter 151：Data output - output to file (12 minutes and 18 seconds)

• Chapter 152：Comprehensive Case (20 minutes and 37 seconds)

• Chapter 153：Comprehensive case code for running big data distributed clusters (10 minutes and 38 seconds)

• Chapter 154：Closures (23 minutes and 54 seconds)

• Chapter 155：Decorators (11 minutes and 44 seconds)

• Chapter 156：Design Patterns - Singleton Pattern (9 minutes and 5 seconds)

• Chapter 157：Design Patterns - Factory Pattern (7 minutes and 36 seconds)

• Chapter 158：Multithreaded parallel execution concept (9 minutes and 10 seconds)

• Chapter 159：Multithreaded Programming (14 minutes and 17 seconds)

• Chapter 160：Socket server development (26 minutes and 10 seconds)

• Chapter 161：Socket Client Development (10 minutes and 53 seconds)

• Chapter 162：Regular Expressions - Basic Methods (11 minutes and 5 seconds)

• Chapter 163：Regular Expressions - Metacharacter Matching (30 minutes and 19 seconds)

• Chapter 164：recursion (22 minutes and 36 seconds)