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Coursera

Introduction to Python and Google Colab Fundamentals

Packt via Coursera

Overview

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This course features Coursera Coach! A smarter way to learn with interactive, real-time conversations that help you test your knowledge, challenge assumptions, and deepen your understanding as you progress through the course. Learn Python and master Google Colab through a hands-on, step-by-step approach designed for beginners and those looking to refine their skills. This course begins by exploring the origins of Python and its evolution into one of the world’s most popular programming languages, before diving into why it’s favored in the tech community. You will also understand how Python compares to other languages and its real-world applications. As you continue, you will be introduced to core programming concepts, such as procedural programming, object-oriented programming (OOP), and functional programming. You'll learn how to work with variables, data types, operators, and write interactive programs, all while honing your skills within the Google Colab environment. The course is structured to gradually build your knowledge with practical hands-on exercises designed to deepen your understanding and programming abilities. The course is ideal for beginners looking to start programming or those who want to refine their skills with Python. It also caters to anyone interested in using Google Colab for coding projects. No prior programming experience is required, but a basic understanding of computers and the internet will be helpful. This course offers a comprehensive introduction to both Python and Google Colab at an accessible level. By the end of the course, you will be able to confidently write Python programs, navigate Google Colab, work with different data structures, and utilize Python for real-world applications. You'll also be prepared to apply your new skills in projects involving data analysis, automation, and beyond.

Syllabus

  • Introduction to Python and Google Colab
    • In this module, we will provide a comprehensive introduction to Python, exploring its history, popularity, and unique advantages compared to other programming languages. You'll also get familiar with Google Colab, a powerful cloud-based tool for coding, which we will set up and use to write and execute Python code. Through hands-on exercises, you’ll practice essential Python programming concepts.
  • Control Flow and Functions
    • In this module, we will focus on control flow in Python, teaching you how to use conditional statements and loops to make decisions and repeat actions. You will also learn how to create and use functions to organize your code for reuse and clarity. Additionally, we’ll dive into lambda functions and explore their practical applications in Python programming.
  • Data Structures
    • In this module, we will explore the core data structures in Python, including lists, tuples, dictionaries, and sets. You will learn how to create, access, modify, and iterate over these structures, with a focus on practical applications like list and dictionary comprehensions. By the end of this section, you will be able to leverage Python's data structures to solve problems and optimize your code.

Taught by

Packt - Course Instructors

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