Curriculum
Course:
MLOps Masterclass
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Curriculum
MLOps Masterclass
Introduction SESSIONS
0/2
Day 1
Video lesson
Preview
Day 2
Video lesson
Preview
PYTHON
0/9
Python Fundamentals 1
Video lesson
Python Fundamentals-2
Video lesson
Python Fundamentals-3
Video lesson
Python Conditional and Control Satement -4
Video lesson
Python Revision Session
Video lesson
Python Functions
Video lesson
Python-Modules and Packages
Video lesson
Python - File Handling and Exception
Video lesson
OOP's In Python
Video lesson
Cloud Computing
0/3
Overview of Cloud Computing
Video lesson
VPC and S3
Video lesson
EC2 & IAM
Video lesson
Essentials of IT
0/3
Hands-on Linux
Video lesson
Hardware Session
Video lesson
Hardware and Networking Part-2
Video lesson
REGULAR SESSIONS
0/15
Git + GitHub and MLOPS Introduction
Video lesson
MLOPS Basics
Video lesson
CI/CD
Video lesson
CI/CD AWS
Video lesson
CI/CD Tools Overview
Video lesson
AIRFLOW
Video lesson
MLFLOW
Video lesson
MLOPS
Video lesson
MLOPS Part-2
Video lesson
Docker
Video lesson
Terraform
Video lesson
Model Deployment (Rest API)
Video lesson
Model Deployment
Video lesson
Kubernetes
Video lesson
Kubernetes
Video lesson
Mini Project
0/1
Mini Project
Video lesson
Video lesson
Day 2
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