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Python for AI: Create AI Apps with Flask & OpenAI

Build AI-powered web apps in our self-paced Python for AI course! Learn to develop dynamic applications with Flask, integrate the OpenAI API, and bring interactive AI features into your projects.

  • Intermediate
  • 18 and older
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  • Self-paced, start anytime
  • 30 clock hours

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Class Description

Description

Harness artificial intelligence to build powerful web applications. Whether you seek to enhance your Python development expertise or enter the dynamic field of AI-driven applications, this hands-on course will equip you with the comprehensive knowledge and practical tools needed to confidently develop sophisticated web applications using the Flask framework.

Begin by mastering Flask fundamentals, including project setup, route creation, and HTML template rendering. Progress through essential web development concepts such as application design and styling using HTML and CSS, form creation for user interaction, and request handling to build responsive, user-friendly interfaces. This course extends beyond basics by integrating the OpenAI API directly into your Flask applications, enabling you to implement advanced features like sentiment analysis with real-time results displayed within your web interface. The curriculum also addresses critical professional practices, including error handling, debugging techniques, and application deployment strategies. By course completion, you will successfully create fully functional Python web applications with integrated AI capabilities and possess the confidence to handle the entire development lifecycle.

Prerequisites:

This course requires foundational to intermediate Python programming knowledge. Students without prior Python experience should first complete the Python for Data Science Bootcamp or Python Programming Bootcamp. Learn more about Python for AI (Self-Paced) at Noble Desktop.

Syllabus

Introduction to Flask

  • Overview of Flask and its use cases
  • Setting up a Flask project
  • Creating and running your first Flask app

Building the Web Application

  • Designing the HTML structure and creating templates
  • Styling the app with CSS
  • Creating Flask routes for handling requests and rendering templates

Integrating the OpenAI API

  • Setting up the OpenAI API and acquiring an API key
  • Making API calls to perform sentiment analysis
  • Parsing and displaying the API's results in your web app

Handling User Input

  • Building forms in HTML to capture user input
  • Processing form submissions in Flask
  • Displaying dynamic content based on user input

Error Handling & Debugging

  • Implementing error handling to catch and manage potential issues
  • Debugging common errors and understanding Flask's error messages

Deploying & Testing

  • Running the Flask app locally and testing its functionality
  • Reviewing the complete workflow of submitting a comment and receiving sentiment analysis results

Refund Policy

  • Students may cancel up to 14 days before the class/program start date and receive a refund, less the registration fee (10% of the undiscounted course price). 
  • Cancellations within 14 days are not permitted, but students may reschedule up to three business days before the class start date.
  • For cancellations and reschedules, please email us at [email protected]

In any event where a customer wants to cancel their enrollment and is eligible for a full refund, a 5% processing fee will be deducted from the refund amount.

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Noble Desktop

Noble Desktop is a reputable New York-based training institute known for offering a wide range of creative and technical courses, including web development, design, coding, and digital marketing. With a strong emphasis on hands-on learning and industry-relevant skills, Noble Desktop equips individuals with the knowledge and expertise needed to excel in today's competitive job market.

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