Arizona State University
Python: A Guided Journey from Introduction to Application Specialization
Arizona State University

Python: A Guided Journey from Introduction to Application Specialization

Learn the basics of Python Programming. Implement solutions to real-world problems using Python

Steven Osburn
Adwith Malpe

Instructors: Steven Osburn

Included with Coursera Plus

Get in-depth knowledge of a subject
3.9

(42 reviews)

Beginner level

Recommended experience

4 weeks to complete
at 10 hours a week
Flexible schedule
Learn at your own pace
Get in-depth knowledge of a subject
3.9

(42 reviews)

Beginner level

Recommended experience

4 weeks to complete
at 10 hours a week
Flexible schedule
Learn at your own pace

What you'll learn

  •  Students will master the basic skills of coding in python and will be able to understand the syntax.

  • Students will get an introduction to Data Science material and learn how to perform data analysis and visualization using python.

  • Students will understand why object oriented programming is used and how to create a graphical user interface.

  • Students will apply their gained python skills to the field of Machine Learning, where they will get to build their own classifiers and prediction models.

Details to know

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Taught in English
35 practice exercises

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Specialization - 4 course series

Introduction to Python

Introduction to Python

Course 116 hours

What you'll learn

  • Students will master the basic skills of coding in python and will be able to understand the syntax.

Skills you'll gain

Python Programming, Integrated Development Environments, Programming Principles, Scripting, Computer Programming, Software Engineering, Development Environment, and Computer Engineering

What you'll learn

  • Students will learn how to perform data analysis and visualization using python.

Skills you'll gain

Exploratory Data Analysis, Data Structures, Computer Programming, Data Analysis, Data Visualization Software, Data Manipulation, Matplotlib, File Management, Data Import/Export, Python Programming, Plot (Graphics), Pandas (Python Package), and NumPy

What you'll learn

  • Students will understand why object oriented programming is used and how to create a graphical user interface.

Skills you'll gain

Event-Driven Programming, Graphical Tools, Object Oriented Design, Computer Programming, User Interface (UI), Object Oriented Programming (OOP), Python Programming, Application Development, and Human Computer Interaction

What you'll learn

  • Students will be able to apply advanced python coding skills in the real world by creating machine learning models.

Skills you'll gain

Artificial Neural Networks, Generative AI, Machine Learning, Machine Learning Algorithms, Regression Analysis, Computer Vision, Image Analysis, Supervised Learning, Computer Programming, Deep Learning, Unsupervised Learning, Applied Machine Learning, and Python Programming

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Instructors

Steven Osburn
Arizona State University
2 Courses3,691 learners

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