Python for AI: Create AI Apps with Flask & OpenAI
With the rise in artificial intelligence (AI) technology, businesses and institutions are looking for skilled professionals to design and train effective AI applications. This Python course provides you with the skills needed to begin designing and developing AI applications using Flask and OpenAI. All lessons will focus on developing practical skills you can immediately utilize in real-world AI projects.
This comprehensive Python training is designed to help you move beyond foundational Python...
Goodwill Industries of Northeast Texas
Python for AI: Create AI Apps with Flask & OpenAI
Details + Objectives
Course code: GES3130
What you will learn
- Set up Flask projects and create routes for web applications
- Handle GET and POST requests, and render HTML templates in Flask
- Configure and make OpenAI API requests for sentiment analysis tasks
- Design and style HTML forms, and apply CSS to web apps
- Implement error handling and debug common issues in Flask applications
- Integrate AI models into web applications using APIs
How you will benefit
- Become up-to-date on cutting-edge AI technology and understand how to use platforms like OpenAI for developing and releasing projects
- Gain hands-on skills for training and deploying AI models that you can apply to datasets and improve your chances of finding work in the field
- Develop your own portfolio of practical exercises that you can add to your job search materials after completing the course
How the course is taught
- Self-paced, online course
- 3 Months to complete
- Open enrollment, begin anytime
- 60 course hours
Instructors & Support
Brian McClain
Brian McClain is a senior instructor and program director at Noble Desktop, where he teaches Python, data science, machine learning, and AI courses. His expertise covers several programming languages (including Python, R, and SwiftUI) and advanced frameworks (SQL, Flask, and OpenAI technologies). Brian holds certifications as a New York State Instructor of Computer Applications and a Licensed Private Career School Teacher. He earned his Bachelor’s degree in Political Science from Duke University.
Colin Jaffe
Colin Jaffe is a programmer and curriculum developer at Noble Desktop. He has taught coding and software development at Noble Desktop as well as various other educational institutions. Colin’s teaching focuses on algorithmic thinking, application logic, and practical frameworks such as React and Python. His professional background includes front-end development and data analytics, and he brings creativity to technical instruction, shaped by his experience as a self-taught programmer.
Requirements
Prerequisites:
This course requires students to have a foundational knowledge of Python, including variables, collections, conditional logic, loops, and functions, as well as basic knowledge of HTML and CSS.
Requirements:
Hardware Requirements:
This course can be taken on either a PC or Mac. Chromebook is not compatible.
Software Requirements:
- PC: Windows 10 or later operating systems.
- Mac: OS 10.6 or later.
- Browser: The latest version of Google Chrome or Mozilla Firefox is preferred. Microsoft Edge and Safari are also compatible.
- Microsoft Word Online
- Adobe Acrobat Reader
- Google Colab
- ChatGPT Plus account
- Software must be installed and fully operational before the course begins.
- Other: Email capabilities and access to a personal email account.
Instructional Material Requirements:
The instructional materials required for this course are included in enrollment and will be available online.