Students, faculty members, research scholars, beginners and professionals interested in
Machine Learning, Artificial Intelligence and real-world deployment.
Basic programming knowledge is helpful but not mandatory.
About the Workshop
This advanced workshop focuses on building practical Machine Learning models and deploying them
into real-world applications using modern tools. Participants will gain hands-on exposure
to real datasets and complete ML workflows.
Why This Workshop is Important
Learn complete ML workflow from data to deployment
Hands-on experience with real-world datasets
Industry-relevant deployment using Streamlit
Boost career opportunities in AI & Data Science
Day 1 – Introduction to Machine Learning
Basics of Machine Learning
ML Workflow
Data Ingestion
Day 2 – Data Preparation & Preprocessing
Data Cleaning
Feature Selection & Extraction
Feature Scaling
Day 3 – Model Development & Deployment
Training & Testing Models
Deployment using Streamlit
💰 Registration Fee
🇮🇳 Indian Participants: ₹395
🌍 Foreign Participants: USD 7
🎓 Certificate Included | 🎥 Session Recordings Provided
Resource Person
Ms. Remya R S
Technical Trainer – Data Science & AI
A2Z EduScaleUp India Pvt. Ltd