Udemy – Master Pandas for Data Analysis and Visualisation 2025-7

Udemy – Master Pandas for Data Analysis and Visualisation 2025-7 Downloadly IRSpace

Aug 17, 2025 - 02:37 Updated: Aug 19, 2025 - 14:32

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Udemy – Master Pandas for Data Analysis and Visualisation 2025-7

Master Pandas for Data Analysis and Visualisation. This course is a comprehensive masterclass focused on solving real-world problems and practical projects. The course starts with a basic introduction to Python and object-oriented concepts, then moves on to NumPy from beginner to intermediate, and then a comprehensive introduction to Series and DataFrame in Pandas. In the DataFrame section, everything from basic to advanced topics are covered, including DataFrame creation, basic operations, indexing, slicing, sorting, merging, filtering, grouping, aggregation, string operations, multiple indexing, data transformation, working with dates and times, resampling, styling, plotting and visualisation, and data cleaning. Feature engineering and exploratory data analysis (EDA) are also taught along with solving a variety of problems. In the Projects section, several exploratory data analyses are performed using only Pandas and its plotting libraries. At the end of the course, you will be taught how to develop a simple dashboard with Streamlit and Pandas so that you can apply the acquired skills to a practical project.

What you will learn

Python Programming: Basic, intermediate, and object-oriented programming principles in Python.
Numpy: Basic and intermediate Numpy fundamentals.
Pandas Series: Basic to advanced topics in Pandas Series.
Pandas DataFrame: Basic to advanced topics in Pandas DataFrame including indexing, slicing, sorting, merging, filtering, grouping, aggregation, and string operations.
Advanced features: multiple indexing, pivoting, transformation, working with date and time, resampling, styling, and adjustments.
Visualization and Analysis: Data plotting and visualization, data cleaning and preprocessing, and the Pandas Plotting library.
Projects and tools: Streamlit basics and building dashboards with it, and EDA projects on Kaggle datasets.

This course is suitable for people who:

They are interested in learning how to analyze and visualize data using tools such as Pandas, Pandas Plotting Lib, Numpy, Python, and Streamlit, and are interested in problem solving and completing multiple EDA projects.

Master Pandas for Data Analysis and Visualisation Course Details

Publisher: Udemy
Instructor: Lutfor Rahman
Training level: Beginner to advanced
Training duration: 44 hours and 47 minutes
Number of lessons: 198

Course topics

Prerequisites for the Master Pandas for Data Analysis and Visualisation course

No prior programming knowledge is required
You need a decent computer with a decent internet connection.
A very very important prerequisite: You are seriously willing to write codes with me.
A very very important prerequisite: You are seriously willing to learn data analysis and visualization using Pandas only and do multiple EDA projects.

Udemy – Master Pandas for Data Analysis and Visualisation 2025-7