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Python for AI: Create AI Apps with Flask & OpenAI

Sharpen your Python development by building AI-powered web apps in this advanced course. You will create dynamic applications using the Flask framework, style them with HTML and CSS, and weave in AI capabilities like sentiment analysis through the OpenAI API. By the end of the course you will be ready to ship sophisticated, user-friendly web apps with AI features.

  • Intermediate
  • 18 and older
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  • 185 Madison Ave, New York, NY & Virtually Online
  • 35 hours over 5 sessions

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Class Description

Description

Create dynamic web applications enhanced with AI capabilities in this advanced Python course. You'll develop a powerful sentiment analysis web application using Flask and the OpenAI API, learning how to integrate artificial intelligence directly into your coding projects to build intelligent, responsive applications.

Harness AI's transformative power for modern web development. This hands-on class equips you with essential knowledge and practical tools to succeed, whether you're advancing your existing Python skills or entering the world of AI-powered application development. You'll gain confidence in building sophisticated web applications using the Flask framework while leveraging cutting-edge AI technologies.

The course begins with Flask fundamentals, including project setup, route creation, and HTML template rendering. You'll then progress through web development essentials: designing and styling applications with HTML and CSS, building forms for user input, and handling requests to create interactive, user-friendly experiences. The curriculum extends beyond basics to cover OpenAI API integration, teaching you to make API calls for tasks like sentiment analysis and display dynamic results within your web application. Additional topics include error handling, debugging strategies, and deployment best practices. Upon completion, you'll possess the ability to create polished Python applications with seamless AI integration.

This course has a prerequisite:

Take this class as part of a certificate program and save:

Learn more about Python for AI at Noble Desktop.

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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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