Diploma in Advanced Python for Data Analysis

Name: Diploma in Advanced Python for Data Analysis
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Master essential tools to manipulate, analyse, and gain actionable data insights with this free online course.

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Learning Outcomes

In this free course, you will learn how to:

Apply NumPy to create arrays and work with data efficiently
Explain how indexing and vectorised operations help analyse data
Recall how to reshape, sort, and summarise arrays to prepare data for analysis
Create and modify Pandas Series and DataFrames for data analysis
Identify common data problems by loading and exploring real datasets
Describe how to clean missing values, incorrect types, duplicates, and text in datasets
Combine and reshape DataFrames to organise data for analysis
Discuss how to apply grouping and aggregation to compare and summarise data
Create clear charts with Matplotlib and Seaborn to show data patterns
Analyse a dataset using an EDA workflow and communicate key findings

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