Curriculum
Data Analysis in Python and AI (Urdu medium) Live Via Zoom
Module 1: Introduction to Python and Anaconda
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Module 1.1: Introduction to Python and Anaconda
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Module 1.2: Introduction to Jupyter Notebook, Working Directory, and Python PackagesThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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Module 1.3:How to Import an Excel File in Jupyter Notebook (Python)This lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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Module 1.4:Import Excel in Python and Make a Seaborn Scatter PlotThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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Module 1.5: Import Multiple Sheets from One Excel File and Create Bar, Box, Line & Violin PlotsThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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Module 1.6: Using ChatGPT to Generate Python Scripts (Best Practice Workflow)This lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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Module 1.7: PCA, Heatmap, Dendrogram & Chord Diagram in Python: Data Import → Explore → VisualizeThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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Assignment Task 1This lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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Assignment task 2This lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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Assignment Task 3This lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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Module 1.8: create Study area map in pythonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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Module 1.9: Study area map with pie plots or % valuesThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
Module 2: Descriptive statistics in python
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Module 3: T Test, why do we perofrm t test types of t test
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Module 4: ANOVA in Python: From Basics to All Major Types
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Module 5: Regression in Python: Learn All Major Types with Simple Examples
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