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

Sponsored by IEM UEM Group

1,946 already enrolled

Get in-depth knowledge of a subject
3.8

(32 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
3.8

(32 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.

Details to know

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Taught in English

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Specialization - 4 course series

Introduction to Python

Course 116 hours4.4 (17 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: Data Processing
Category: Data Integration
Category: Integrated Development Environments
Category: Programming Principles
Category: Software Development Tools
Category: Scripting
Category: DevOps
Category: Computer Programming
Category: Data Engineering
Category: Big Data
Category: Software Engineering
Category: Software Development
Category: Development Environment
Category: Python Programming
Category: CI/CD
Category: Information Systems
Category: Continuous Deployment
Category: Computer Science
Category: Scripting Languages
Category: Continuous Integration

What you'll learn

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

Skills you'll gain

Category: File Management
Category: Plot (Graphics)
Category: Pandas (Python Package)
Category: Data Manipulation
Category: Computer Programming
Category: Statistical Visualization
Category: Statistical Analysis
Category: Analytics
Category: Data Analysis
Category: Exploratory Data Analysis
Category: Data Processing
Category: Python Programming
Category: Data Analysis Software
Category: Business Analytics
Category: Data Presentation
Category: Data Science
Category: Data Visualization
Category: Data Visualization Software
Category: NumPy
Category: Matplotlib

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: UI Components
Category: Object Oriented Design
Category: Object Oriented Programming (OOP)
Category: Python Programming
Category: Computer Science
Category: Software Development
Category: Event-Driven Programming
Category: Software Design
Category: User Interface (UI) Design
Category: User Interface and User Experience (UI/UX) Design
Category: Computer Programming
Category: User Interface (UI)

Introduction to Machine Learning with Python

Course 412 hours3.5 (15 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: Image Analysis
Category: Data Science
Category: Machine Learning Methods
Category: Artificial Intelligence
Category: Generative AI
Category: Machine Learning Algorithms
Category: Unsupervised Learning
Category: Statistical Machine Learning
Category: Analytics
Category: Statistics
Category: Data Analysis
Category: Statistical Modeling
Category: Applied Machine Learning
Category: Computer Science
Category: Machine Learning
Category: Artificial Intelligence and Machine Learning (AI/ML)
Category: Supervised Learning
Category: Deep Learning
Category: Mathematical Modeling
Category: Regression Analysis

Instructors

Steven Osburn
Arizona State University
2 Courses2,503 learners

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