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It's Your Data, Master It.
Building Analytical Applications with Pandas
Overview
Skills Needed
Learn to build analytical applications using Pandas. Explore techniques for data ingestion, processing, visualization, and deployment of analytical solutions.
Intermediate knowledge of Pandas fundamentals
Familiarity with data analysis concepts
Outline
Introduction to Analytical Applications with Pandas
Building Data Pipelines with Pandas
Exploratory Data Analysis (EDA) Techniques
Interactive Data Visualization
Dashboard Creation with Pandas
Model Training and Evaluation Pipelines
Deployment Strategies for Analytical Applications
Monitoring and Maintenance
Integration with External Systems
Best Practices for Analytical Application Development
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