- Course Materials
- What is Pandas?
- Pandas Series
- Reading Data
- A Quick Look at Data
- Selecting Data in Pandas
- Operations on Variables
- Loc and Iloc
- Conditional Selection
- Aggregation and Grouping
- Pivot Table
- Apply and Lambda
- Join
What you'll learn
- Understand the core functionalities of the Pandas library and its importance in data analysis
- Create and manipulate Pandas Series and DataFrames to efficiently handle data
- Perform data selection, conditional filtering, and various operations on variables within Pandas
- Utilize advanced data aggregation, grouping, and pivot table techniques for comprehensive data analysis
Description
Welcome to the fifth module of Miuul's Python Bootcamp for Data Analysis!
This module is a crucial step in your journey as it introduces you to Pandas, an essential library for data manipulation and analysis in Python. We are excited to guide you through the foundational and advanced skills needed to effectively use Pandas for your data tasks.
In this module, you'll start by understanding what Pandas is and the importance of this powerful library. You'll learn about Pandas Series, how to read data, and quickly inspect it to gain insights. We will cover how to select data within Pandas, perform operations on variables, and use loc and iloc for precise data manipulation. You'll also explore conditional selection to filter data efficiently.
As you progress, you'll dive into aggregation and grouping techniques to summarize data, and learn how to create pivot tables for multidimensional data analysis. Finally, we'll cover how to apply functions using apply and lambda, and how to join datasets to merge information effectively.
This comprehensive exploration of Pandas will prepare you for more advanced topics in future courses and enhance your ability to tackle data analysis challenges with confidence.
Join us at Miuul's Python Bootcamp for Data Analysis, where learning to code becomes an adventure, empowering you to write, analyze, and innovate. Each line of code you write brings you one step closer to mastering the art of Python programming.
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About the instructors
- 4.33 Calificación
- 4953 Estudiantes
- 18 Cursos
Miuul Data Science & Deep Learning
Data Science Team of Miuul.com
Miuul is an innovative education and technology company that focuses on creating career paths for the jobs of the future and offers consultancy services to companies undertaking data science projects.
Miuul enables people to learn high technologies quickly by designing learning experiences.
It has more than 30 thousand alums and more than 100 corporate customers.