Developing AI Applications with Python and Flask

Developing AI Applications with Python and Flask

On 17th April 2024 the PG department conducted an online session on “Developing AI Applications with Python and Flask” by Ms.Maneesha Shukla (International Corporate Trainer and Technical Consultant) for the 2023 batch AI opted students from 2pm to 3pm

The session includes the various topic on :  Introduction to AI Applications: Briefly explain what AI applications are and their significance in today’s world.Overview of Python and Flask:Introduce Python as a popular programming language for AI and machine learning due to its simplicity and extensive libraries.Explain Flask as a lightweight web framework in Python, ideal for building web applications, including those integrating AI components.Setting Up Development Environment:Instructions for installing Python and FlaskGuidance on setting up a virtual environment for managing dependencies.AI Libraries and Tools:Overview of popular AI libraries in Python such as TensorFlow, PyTorch, scikit-learn, etc.Explanation of how to integrate these libraries into Flask applications.Integration of AI Models with Python Applications:Introduction to Flask as a lightweight web framework for Python.Explanation of how to integrate trained AI models into Flask applications to serve predictions or perform tasks.Detailed instructions on creating Flask APIs to interact with AI models, including request handling and response formatting AI application development with Python and Flask.