🐍 Python for Data Analysis

Master Python for Data Analysis

Learn Python from basics to advanced data analysis. Work with pandas, NumPy, visualizations, statistics, and build real-world data analysis projects.

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8 Modules
Comprehensive curriculum
Mini Project
End-to-end EDA project
Career Growth
Essential data skill

What You'll Master

🚀 Getting Started

Environment setup, Python crash course, syntax and fundamentals

📂 Data Import/Export

CSV, Excel, SQL, APIs - read and write data from any source

🧹 Data Cleaning

Time & text data, missing values, NumPy, pandas DataFrames

📊 Statistics

EDA workflows, distributions, relationships between features

⚡ Advanced Analytics

Modeling, regression, reproducible analysis

📈 Visualization

Matplotlib, Seaborn, Plotly for interactive visualizations

🤖 Machine Learning

Introduction to ML concepts and implementation

💼 Mini-Project

End-to-end EDA and driver analysis project

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