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

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4.0

(36 reviews)

Beginner level

Recommended experience

1 month
at 10 hours a week
Flexible schedule
Learn at your own pace
Get in-depth knowledge of a subject
4.0

(36 reviews)

Beginner level

Recommended experience

1 month
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.

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Taught in English

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Specialization - 4 course series

Introduction to Python

Course 116 hours4.5 (22 ratings)

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

Category: Integrated Development Environments
Category: Software Engineering
Category: Computer Programming
Category: Programming Principles
Category: Python Programming
Category: Scripting
Category: Computer Engineering
Category: Development Environment

Data Analysis and Visualization with Python

Course 216 hours4.7 (12 ratings)

What you'll learn

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

Skills you'll gain

Category: Data Visualization Software
Category: Data Structures
Category: Scatter Plots
Category: NumPy
Category: File Management
Category: Data Manipulation
Category: Data Science
Category: Plot (Graphics)
Category: Data Import/Export
Category: Data Processing
Category: Python Programming
Category: Pandas (Python Package)
Category: Debugging
Category: Matplotlib
Category: Data Analysis

Object-Oriented Programming and GUI with Python

Course 310 hours3.5 (10 ratings)

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

Category: User Interface (UI)
Category: Software Design Patterns
Category: Computer Programming
Category: Python Programming
Category: Event-Driven Programming
Category: Object Oriented Programming (OOP)

Introduction to Machine Learning with Python

Course 412 hours3.6 (20 ratings)

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

Category: Artificial Neural Networks
Category: Generative AI
Category: Machine Learning Algorithms
Category: Machine Learning
Category: Image Analysis
Category: Regression Analysis
Category: Data Processing
Category: Deep Learning
Category: Predictive Modeling
Category: Computer Vision
Category: Unsupervised Learning
Category: Supervised Learning
Category: Python Programming

Instructors

Steven Osburn
Arizona State University
2 Courses2,983 learners

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