University of Colorado Boulder
Expressway to Data Science: Python Programming Specialization
University of Colorado Boulder

Expressway to Data Science: Python Programming Specialization

Learn to use Python for Data Science. Become familiar with Python and essential packages for data manipulation visualization.

Taught in English

Some content may not be translated

Di Wu

Instructor: Di Wu

4,928 already enrolled

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Specialization - 3 course series

Get in-depth knowledge of a subject

4.7

(119 reviews)

Beginner level

Recommended experience

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

What you'll learn

  • Fundamentals of Python Programming

  • Data Manipulation Packages such as Numpy and Pandas

  • Data Visualization Packages such as Matplotlib and Seaborn

Details to know

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Specialization - 3 course series

Get in-depth knowledge of a subject

4.7

(119 reviews)

Beginner level

Recommended experience

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

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  • Learn in-demand skills from university and industry experts
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  • Earn a career certificate from University of Colorado Boulder
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Specialization - 3 course series

Introduction to Python Fundamentals

Course 120 hours4.7 (102 ratings)

What you'll learn

  • By successfully completing this course, you will be able to describe the fundamentals of programming in Python.

  • You will be able to identify basic variables and data types.

  • You will also be able to write simple programs with Python.

Skills you'll gain

Category: Computer Programming
Category: Data Science
Category: Python Programming
Category: Coding
Category: Flow control

Introduction to Python Functions

Course 218 hours4.8 (36 ratings)

What you'll learn

  • By successfully completing this course, you will be able to use functions predefined in Python and in Python packages.

  • You will also be able to define Python functions.

Skills you'll gain

Category: Software Engineering
Category: Computer Programming
Category: Data Science
Category: Python Programming
Category: Functions

Python Packages for Data Science

Course 319 hours4.4 (31 ratings)

What you'll learn

  • By successfully completing this course, you will be able to use Python pacakges developed for data science.

  • You will learn how to use Numpy and Pandas to manipulate data.

  • You will learn how to use Matplotlib and Seaborn to develop data visualizations.

Skills you'll gain

Category: Seaborn
Category: Numpy
Category: Pandas
Category: Data Visualization
Category: Matplotlib

Instructor

Di Wu
University of Colorado Boulder
15 Courses27,621 learners

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