English | Size: 3.14 GB
Genre: eLearning
Pandas Mastery: Transforming Data into Insights with Precision
What you’ll learn
Understanding the basics of Pandas data structures – Series and DataFrame.
Loading data from various sources such as CSV files, Excel files, databases etc
Techniques for cleaning and preprocessing data, including handling missing values, dealing with outliers, and removing duplicates.
Performing operations like filtering, sorting, grouping, and aggregating data to extract insights.
Working with date and time data, including parsing date strings, converting data types, and performing date-based calculations.
Exploring advanced data analysis techniques such as merging and joining datasets.
Applying Pandas skills to handle real-world datasets in domains such as Sports (Cricket).
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