Building AI/ML Web Apps with Streamlit

Webinar By Amudha

Abstract

Artificial Intelligence (AI) and Machine Learning (ML) models are powerful tools—but without intuitive interfaces, their full potential often remains untapped. Streamlit bridges this gap, enabling developers, data scientists, and AI enthusiasts to rapidly transform models into interactive, user-friendly web applications—without complex front-end development.

In this webinar, we’ll explore how to build and deploy AI/ML-powered applications using Streamlit, covering everything from basic setup to integrating real-time model predictions. You’ll learn best practices for structuring your app, handling data pipelines, and deploying to the cloud for global access. By the end of the session, you’ll have a clear roadmap to turn your AI/ML ideas into fully functional, shareable web apps.

Watch Webinar

Date: Sep 4th, 2025

Time: 4:30 PM – 5:30 PM

Speaker: Ms. Amudha Adhirai

Agenda:

  • Introduction to Streamlit 
  • Setting Up Your Environment
  • Loading and Using ML Models
  • Building the Web UI
  • Data Visualization in the App
  • Demo: Complete Mini Project
  • Example: Diabetes Prediction App
  •      Use-case discussion and real-world applications

 

Who Should Attend?


  • Data Scientists
  • ML Engineers
  • AI Developers
  • Analysts & Researchers
  • Students & AI Enthusiasts
  • Tech Leads & Project Managers


About Trainer:

Ms. Amudha Adhirai is a seasoned corporate trainer with over 9 years of experience delivering expertise in various technical domains, including Python, C, C++, Java, Artificial Intelligence, Machine Learning, Data Science, Power BI, and more. Having worked with esteemed clients such as GE Healthcare, TCS, Volkswagen IT Service, and Comcast, Amudha brings a wealth of knowledge in data analytics, software development, and corporate training.

Her hands-on experience in corporate training programs and her ability to simplify complex concepts make her sessions insightful and impactful for professionals looking to elevate their skills. As a trainer for the Azure Databricks webinar, Amudha will guide you through the intricacies of this powerful platform, helping you unlock the full potential of big data and advanced analytics. 

 

Don’t miss this opportunity to learn from one of the best in the field!