Packt
Python for Data Analysis and Automation
Packt

Python for Data Analysis and Automation

Included with Coursera Plus

Gain insight into a topic and learn the fundamentals.
Beginner level

Recommended experience

10 hours to complete
3 weeks at 3 hours a week
Flexible schedule
Learn at your own pace
Gain insight into a topic and learn the fundamentals.
Beginner level

Recommended experience

10 hours to complete
3 weeks at 3 hours a week
Flexible schedule
Learn at your own pace

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

Details to know

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Recently updated!

February 2025

Assessments

12 assignments

Taught in English

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Build your subject-matter expertise

This course is part of the Data Analysts' Toolbox - Excel, Power BI, Python, & Tableau Specialization
When you enroll in this course, you'll also be enrolled in this Specialization.
  • Learn new concepts from industry experts
  • Gain a foundational understanding of a subject or tool
  • Develop job-relevant skills with hands-on projects
  • Earn a shareable career certificate
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There are 13 modules in this course

In this module, we will explore the existing tech divide in workplaces and how Python serves as a bridge to unify tech-savvy individuals and newcomers. You’ll also learn why Python is a beginner-friendly language and gain an overview of the course structure to guide your learning journey.

What's included

3 videos2 readings

In this module, we will dive into the fundamentals of Python, covering its significance, comparisons with other languages, and its real-world applications. You’ll also learn how to set up and practice Python in the most accessible environments.

What's included

5 videos1 assignment

In this module, we will focus on Python's basic data types, including strings, integers, floats, and Booleans. Through hands-on demonstrations and exercises, you’ll gain proficiency in using these foundational elements to build more complex programs

What's included

6 videos1 assignment

In this module, we will introduce Python's built-in functions, exploring their role and ways to access them. You’ll learn to effectively use these functions to perform various tasks and solidify your knowledge through exercises.

What's included

4 videos1 assignment

In this module, we will cover variables and functions, their syntax, and how to store, manipulate, and evaluate data effectively. Additionally, you’ll learn best practices for commenting and refining your code while completing practical exercises.

What's included

7 videos1 assignment

In this module, we will examine the nature of Python errors and debugging strategies. From understanding stack traces to using try-except blocks, you’ll acquire the tools to troubleshoot effectively and build resilient programs.

What's included

6 videos1 assignment

In this module, we will explore Python keywords, their importance, and their usage in various contexts. Through focused examples and exercises, you’ll gain a deeper understanding of these building blocks in Python programming.

What's included

4 videos1 assignment

In this module, we will delve into conditional logic with if-else statements. You’ll learn how to write basic to advanced logic structures, evaluate values, and practice your skills through targeted exercises.

What's included

5 videos1 assignment

In this module, we will cover advanced data storage techniques using lists and dictionaries. You’ll explore looping methods to manage complex data structures efficiently and practice these skills through exercises.

What's included

6 videos1 assignment

In this module, we will introduce Python modules and their role in extending functionality. You’ll learn how to leverage built-in modules and import external ones to streamline and enhance your projects.

What's included

3 videos1 assignment

In this module, we will guide you through the installation of Python on various platforms, including Mac, Windows, and IDEs. You’ll also learn to manage files, run scripts, and utilize pip to install packages for your projects.

What's included

8 videos1 assignment

In this module, we will work on a practical project to automate data updates in spreadsheets. You’ll apply your Python knowledge to manipulate Excel and CSV files, validate and transform data, and optimize your script for reliability.

What's included

9 videos1 assignment

In this module, we will summarize the course content and outline the future opportunities for expanding your Python skills. You’ll gain insights into advanced topics and practical applications to continue your learning journey.

What's included

1 video1 reading1 assignment

Instructor

Packt - Course Instructors
Packt
567 Courses48,424 learners

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Packt

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