Pandas Mastery Workshop

Pandas Mastery Workshop

5 Day Course

Online-Live Virtual or In-Person

Course Details

Course Details

This intensive 22.5 hours class is designed for students to gain proficiency using the Python Pandas library for data analysis. It is perfect for someone who uses or plans to use Python and Pandas regularly in their day-to-day work and wants to achieve a high level of proficiency rapidly. With a hands-on, exercise-intensive design and individualized instructor coaching, students will leave this class with the capability to immediately transfer their learnings to their day-to-day work.

Pandas (the Python Data Analysis library) provides a powerful and comprehensive toolset for working with data, including tools for reading and writing diverse files, data cleaning and wrangling, analysis and modeling, and visualization. Fields with widespread use of Pandas include data science, finance, neuroscience, economics, advertising, web analytics, statistics, social science, and many areas of engineering. Quantitative analysts, data scientists, and business analysts will find this class particularly beneficial.

This course is instructor-led. Consult the class schedule for times and locations. Course registration will close at 12pm CT the Thursday before a Monday start date.

Course Overview

The class progresses step-by-step through a repeatable data analysis workflow using the Python Pandas library, including reading in data from multiple sources and databases, cleaning, merging, and munging data to prepare it for analysis, and data exploration and visualization.

Topics covered include:

  • Accessing Data From Multiple Sources
  • Cleaning and Preparing Data
  • Database Access and Data Wrangling
  • Data Visualization
  • Data Analysis
  • Real-World Modeling and Problem Solving
Syllabus

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