100% Advanced Python Bootcamp | Learn Advanced Python Programming | with Python Programming Examples with Source Code
LATEST | Learn Advanced Python Programming | SOURCE CODE
Description
Introduction to Learn Advanced Python Programming Course
Introduction to Learn Advanced Python Programming Course is designed to help Python developers take their programming skills to the next level.
This course provides an overview of advanced Python programming concepts and libraries and teaches students how to build complex applications using object-oriented programming, functional programming, and database management.
Students will learn how to use popular Python libraries such as NumPy, Pandas, and Matplotlib for data analysis and visualization, and will gain hands-on experience with web development using popular frameworks such as Django .
By the end of this course, students will have developed the skills needed to build real-world applications using Python and will be well-equipped to take on more advanced programming challenges.
Outlines for Learn Advanced Python Programming
Chapter 01
What is Advanced Python?
What you can learn in Advanced Python
Why learn Advanced Python?
Chapter 02
Introduction to functional programming
Lambda functions
Map, filter, and reduce functions
Generators and iterators (Yields and Next function)
Decorators
Chapter 03
Introduction to OOP
Classes and Objects
Data member and member function
self keyword
Constructor and Destructor
Inheritance and types
super keyword
Polymorphism
Access specifiers
Chapter 04
What is regular expression
Regular expression in python
Where to use regular expression
Special Sequences
Quantifiers
Set
Chapter 05
What is Database and DBMS
Why need of database
Different libraries and modules to connect to a database
Setup Environment
Setting up the connection to a database
Create Database and Table
CRUD operations (Insert, select, update delete)
Where clause
Limit
Chapter 06
Introduction to input and output operations
Reading (Input) and writing (Output)
Reading CSV file and Writing to it
Reading Excel file and Writing to it
Reading JSON file and Writing to it
Chapter 07
Introduction to popular Python libraries and frameworks
NumPy
Pandas
Matplotlib
Django
Excel
Chapter 08
What is web scraping and why is it important?
Overview of Python libraries for web scraping
Setting up the environment for web scraping
Overview Web page Structure (HTML and CSS)
Installing and setting up Beautiful Soup
Web scraping techniques using Beautiful Soup
What you will learn from this Advanced Python Programming Course?
1. This course is designed to take your Python skills to the next level by introducing you to a range of advanced topics. You will learn about functional programming, object-oriented programming, regular expressions, database connections, input/output operations, popular Python libraries, and web scraping techniques. By the end of the course, you will have a solid understanding of how to use these advanced Python concepts and tools to solve complex problems and build powerful applications.
2. Throughout the course, you will dive into the fundamentals of functional programming, including the use of lambda functions, map, filter, and reduce functions, decorators, generators, and iterators. You will also gain proficiency in object-oriented programming concepts such as classes and objects, constructor and destructor, inheritance, polymorphism, and access specifiers.
3. You will explore the power of regular expressions and learn how to use them effectively in Python to search, match, and manipulate text. You will learn about the basics of databases, how to connect Python to a database, and perform CRUD operations. Additionally, you will be able to work with different file formats such as CSV, JSON, and pickling.
4. In this course, you will also be introduced to popular Python libraries such as NumPy, Pandas, Matplotlib, Django, and Excel. You will understand how to use these libraries and frameworks for data analysis, data visualization, and web development.
5. Finally, you will learn about web scraping and why it is important. You will learn about the tools and techniques to set up your environment for web scraping and parse the web page structure using HTML and CSS. You will also use the Beautiful Soup library to extract data from websites.
What you’ll learn
- Understand the fundamentals of functional programming, including lambda functions, map, filter, reduce, decorators, generators, and iterators.
- Gain proficiency in object-oriented programming concepts such as classes, objects, constructor, destructor, inheritance, polymorphism, and access specifiers.
- Use regular expressions effectively in Python to search, match, and manipulate text.
- Connect Python to a database and perform CRUD operations, including create, read, update, and delete.
- Work with different file formats such as CSV, JSON, and Excel
- Understand popular Python libraries such as NumPy, Pandas, Matplotlib, Django and Excel for data analysis, visualization, and web development.
- Use web scraping techniques to extract data from websites using Beautiful Soup library.