Python for Data Analysis and Automation

This course is part of Data Analysts' Toolbox - Excel, Power BI, Python, & Tableau Specialization

Instructor: Packt - Course Instructors

What you'll learn

  •   Master Python basics, including data types, variables, and functions
  •   Develop automation skills for data processing and file management
  •   Debug effectively and optimize Python scripts for robust performance
  •   Apply Python to real-world tasks with a project on spreadsheet automation
  • Skills you'll gain

  •   Python Programming
  •   Data Import/Export
  •   Scripting
  •   Data Manipulation
  •   Data Structures
  •   File Management
  •   Programming Principles
  •   Spreadsheet Software
  •   Debugging
  •   Software Installation
  •   Data Validation
  •   Automation
  • There are 13 modules in this course

    The course begins with an introduction to Python's significance, covering its comparison with other programming languages and practical applications. Progress through foundational topics such as data types, variables, functions, and debugging to build a strong base. Exercises and examples ensure a thorough understanding of key concepts. In the latter sections, delve into advanced data handling, Python modules, and the installation process. Apply your knowledge in an engaging project to automate data updates in spreadsheets, tackling tasks like file management, transaction validation, and script optimization. This hands-on project equips you with skills you can use immediately in a professional setting. Perfect for beginners, this course requires no prior coding experience. Whether you're entering the tech field or looking to enhance your automation skills, this course empowers you to master Python for impactful results.

    Introduction to Python

    Basic Data Types

    Python Built-In Functions

    Variables and Functions

    Errors and Debugging

    Python Keywords

    If-Else Statements

    Storing Complex Data

    Python Modules

    Installing Python and Modules

    Project: Automating Data Updates in a Spreadsheet

    Summary

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