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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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