Complete Python Programming 2020: Beginner to Advanced
Learn Python programming for data science & machine learning! Master Python fundamentals and build powerful data analysis skills.
Course Content
Complete Python Programming 2020: Beginner to Advanced is an all-levels Udemy course taught by Mostafa Bigdeli. It runs 14h 47m, is taught in English, and includes a certificate of completion. Learners rate it 4.1 out of 5 from 505 reviews, with 25,165 students enrolled. It is a paid course, first published April 2020.
Unlock Your Python Potential: From Beginner to Advanced!
Ready to master Python and launch your career in Machine Learning, Data Science, or Artificial Intelligence (AI)? This comprehensive Python Programming Masterclass is designed for individuals of all skill levels, from complete beginners to those seeking to elevate their existing Python abilities. Learn to build professional, real-world projects, starting with the fundamentals and progressing to advanced concepts.
This course focuses on practical application, avoiding unnecessary theory and emphasizing useful techniques. You'll learn to write efficient, concise code using special methods and tricks to create complex programs, applications, and even games.
Here's a glimpse of what you'll explore:
Python Fundamentals:
- Variables: Understand and utilize variables effectively.
- Data Types: Master various Python data types including numbers, strings, lists, dictionaries, tuples, and sets.
- Coding Rules: Learn best practices for clean and maintainable code.
- Logic & Control: Grasp Python logic with loops, conditional statements, exception handling, and input/output operations.
- Error Debugging: Develop skills to identify and resolve errors efficiently.
Essential Tools & Environments:
- Integrated Development Environments (IDEs): Become proficient with Visual Studio Code, including Intellisense, Autopep 8, themes, shortcuts, and plugins.
- Git Bash & Version Control: Install and utilize Git Bash for Linux systems and learn version control with Git.
Object-Oriented Programming (OOP):
- OOP Concepts: Dive deep into object-oriented systems with attributes, methods,
self,parent,super, magic methods, and yields. - Code Organization: Learn to structure your code for better readability and maintainability.
- OOP Concepts: Dive deep into object-oriented systems with attributes, methods,
Advanced Python Techniques:
- Comprehensions: Write concise and efficient code using comprehensions.
- Decorators: Enhance your code with decorators.
- Regular Expressions (Regex): Master pattern matching with regular expressions.
- First-Class Functions: Work with functions as first-class citizens using
map,filter, andreduce. - Text Processing: Learn techniques for effective text manipulation.
Data Science & Beyond:
- Data Science Fundamentals: Gain a solid foundation in data science concepts.
- JSON & CSV Files: Work with data in JSON and CSV formats.
- SQL Alchemy: Interact with databases using SQL Alchemy.
- Object-Oriented Mapper (ORM): Utilize ORM for database interactions.
Practical Projects: Reinforce your learning through hands-on projects:
- Reminder App
- Shopping List App
- Fizz-Buzz Game
- Dungeon Game
- Guess Number Game
- Guess Word Game
By the end of this course, you will be able to:
- Develop Websites
- Design and Create Games
- Work with Object-Oriented Systems
- Design Software Applications
- Design Complex Algorithms
- Perform Data Mining
- Work with Artificial Intelligence Systems
- Implement Image Processing
- Build Web Crawlers
- Integrate with APIs
Don't just learn Python – master it! Enroll today and start building the future.
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