Master MLOps Concepts in 4 Weeks

Uncover the transformative potential of MLOps in translating machine learning models from personal notebooks into operationalized models that drive tangible business outcomes.

Enroll Now @ ₹4999 + GST
Master MLOps @ Most Affordable Price

Our Unique Features

Hands-On Learning

Get Complete Hands-on Practical Learning Experience through Assignments & Projects for Proper Confidence Building

Doubt Clearance Support

Get 1-1 Personal Chat Support for Doubt Clearance everyday between 6PM to 12Midnight (including weekends). Between 8PM to 9PM, the Teaching Assistants will be also available over Live Zoom Meeting for Doubt Clearance.

Other Important Course Features

Pre-recorded
Videos
Certification
Lifetime Access
Self-Paced

Course Curriculum

Module 1 - Introduction to MLOps

# Exploring MLOps Concepts
# Significance and Benefits
# Real-World MLOps Instances on AWS

Module 2: Development and Sharing Tools

# PyCharm, Streamlit, and GitHub Essentials
# Creating Interactive Apps using Streamlit

Module 3: Efficient Workflows: Building and Deploying Pipelines

# Constructing Step-by-Step Workflows
# Model Deployment and Sharing Techniques

Module 4: Creating Web Applications: Flask and Postman Basics

# Understanding Flask and Postman
# Building Your Own Web Application

Module 5: Managing Machine Learning Experiments with MLflow

# MLflow Fundamentals and Detailed Study
# Organizing and Tracking Experiments

Module 6: Simplified Deployment and Scalability with Docker and Kubernetes on AWS

# Introduction to Docker and Containerization
# Streamlining Deployment using Docker
# Setting Up CI/CD Pipelines
# Scaling Applications with Kubernetes on AWS

Module 7: Effective Design of Machine Learning Systems: A Comprehensive Case Study

# Applying MLOps Principles in a Real-World Scenario

Course Completion Certificate

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