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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3,365 already enrolled

Get in-depth knowledge of a subject

from 76 reviews of courses in this program

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

from 76 reviews of courses in this program

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.

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Taught in English

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  • Develop a deep understanding of key concepts
  • Earn a career certificate from Arizona State University

Specialization - 4 course series

Introduction to Python

Introduction to Python

Course 1 17 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

Category: Computer Engineering
Category: Integrated Development Environments
Category: File I/O
Category: Data Structures
Category: Software Engineering
Category: Python Programming
Category: Computer Programming
Category: Programming Principles
Category: Scripting

What you'll learn

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

Skills you'll gain

Category: Computer Programming
Category: Data Import/Export
Category: Data Manipulation
Category: Matplotlib
Category: NumPy
Category: Data Analysis
Category: Data Processing
Category: File I/O
Category: Plot (Graphics)
Category: Data Structures
Category: Exploratory Data Analysis
Category: Data Visualization Software
Category: Pandas (Python Package)
Category: Python Programming

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: Computer Programming
Category: Application Development
Category: Python Programming
Category: Object Oriented Programming (OOP)
Category: Object Oriented Design
Category: Human Computer Interaction
Category: Graphical Tools
Category: Event-Driven Programming

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: Python Programming
Category: Computer Programming
Category: Predictive Modeling
Category: Applied Machine Learning
Category: Data Processing
Category: Image Analysis
Category: Regression Analysis
Category: Classification Algorithms
Category: Machine Learning
Category: Unsupervised Learning
Category: Generative Adversarial Networks (GANs)
Category: Model Evaluation
Category: Deep Learning
Category: Supervised Learning
Category: Computer Vision
Category: Machine Learning Algorithms
Category: Artificial Neural Networks

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Instructors

Steven Osburn
Arizona State University
2 Courses 3,991 learners

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