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Python for Data Analysis
Learn Python with real datasets: cleaning, analysis, visualization, and automation basics.
Instructor: Ayesha Rahman4.8 stars (6230 reviews)30 lessons13 hours
What you will learn
- Clean and transform data with pandas.
- Analyze trends and build summary reports.
- Create charts and dashboards (basic).
- Automate repetitive data tasks.
Who this course is for
- Beginners to data
- Business analysts
- Developers adding data skills
Requirements
- Basic computer skills
- Install Python
Certificates & outcomes
- Completion certificate
- Notebook templates
- Mini portfolio project
Course curriculum
Module 1
Python essentials
Types, functions, files.
Module 2
pandas basics
DataFrames, filtering, joins.
Module 3
Analysis
Aggregations, pivots, time series basics.
Module 4
Visualization
Charts, storytelling with data.
Instructor
Ayesha Rahman
Data Analyst - InsightLab
Ayesha teaches analysis workflows using pandas with practical, business-style datasets.
Reviews
"Practical datasets made it easy to learn."
Mahir T.
"The pandas section is gold."
Lena H.
"Good pace and clear examples."
Arif J.