2-weeks Online MLOps Training

2-weeks online Training on

Machine Learning Operations (MLOPS)

From 17th March - 28th March 2025

Training Timing: 8 PM to 10 PM IST

Duration: 20-Hrs LIVE, 2-weeks

What you'll learn in 2-weeks

• Day 1: Introduction to MLOps and AIOps
• Day 2: GIT fundamentals
• Day 3: GitHub Actions for CI/CD
• Day 4: Preparing ML Code for Production
• Day 5: Deploying ML Models with Flask or FastAPI
• Day 6: Deploying Interactive Dashboards with Streamlit
• Day 7: Introduction to PyPI and Python Packaging
• Day 8: Introduction to MLflow
• Day 9: Monitoring and Managing Deployed Models
• Day 10: Capstone Project

MLOPS Hands-on Projects

• Explore a real-world example where MLOps improved model deployment and scalability.
• Create a GitHub repository for a sample ML project.
•  Set up a GitHub Actions workflow to test and lint an ML project.
• Convert a sample Jupyter Notebook to a Python script.
• Build and deploy a REST API using Flask.
• Extend it using FastAPI for better performance
• Create a Streamlit app to interact with an ML model.
•  Package and publish a sample ML project to TestPyPI.
•  Track a simple ML experiment using MLflow.
• Build an end-to-end MLOps pipeline for a classification problem.

Key Highlights

• 2-weeks Live Training with MLOPS expert
• Live interaction with Trainer.
• 70 % Hands-on + 30% Theory Sessions.
• you will get each Recording also.
•  we will share the project code & PPTs.
• Certificate in association with Mech IIT Madras

Registration is going to end soon! 30 Limited seats only

M:7053133032 | Info@eduxlabs.com

https://www.eduxlabs.com/mlops