University of Colorado Boulder
BiteSize Python for Intermediate Learners Specialization
University of Colorado Boulder

BiteSize Python for Intermediate Learners Specialization

Launch Your Career in Data Science. Learners will develop expertise in advanced data structures, efficient data analysis, and professional-grade data visualization using Python's most powerful tools.

Di Wu

Instructor: Di Wu

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Get in-depth knowledge of a subject
Intermediate level

Recommended experience

1 month
at 10 hours a week
Flexible schedule
Learn at your own pace
Get in-depth knowledge of a subject
Intermediate level

Recommended experience

1 month
at 10 hours a week
Flexible schedule
Learn at your own pace

What you'll learn

  • Use advanced data analysis techniques with NumPy and Pandas.

  • Create visually impactful and interactive visualizations using Matplotlib, Seaborn, and Plotly.

Details to know

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Taught in English
Recently updated!

February 2025

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Specialization - 3 course series

What you'll learn

  • Explore Object Oriented Programming in Python

  • Understand and apply inheritance, polymorphism, encapsulation, and abstraction

  • Prepare professional documentations for classes and methods

Skills you'll gain

Category: Python (Programming Language)
Category: Object-Oriented Programming (OOP)

What you'll learn

  • Understanding and utilizing the ndarray from the NumPy library.

  • Exploring the Series and DataFrame structures in the Pandas library.

  • Practical applications of advanced data structures in data analysis and manipulation.

Skills you'll gain

Category: NumPy
Category: Python (Programming Language)
Category: Pandas (Python Package)

What you'll learn

  • Identify the strengths and differences between Matplotlib, Seaborn, and Plotly for various visualization needs.

  • Create a wide range of plots, including line, bar, scatter, and pie charts, using each of the three packages.

  • Apply data visualization techniques to real-world data, gaining deeper insights into how to use these tools for storytelling and communication.

Skills you'll gain

Category: Data Visualization
Category: Python (Programming Language)
Category: Matplotlib
Category: Seaborn
Category: Plotly

Instructor

Di Wu
University of Colorado Boulder
21 Courses43,347 learners

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