Curriculum
- 1 Section
- 17 Lessons
- 10 Weeks
Expand all sectionsCollapse all sections
- MLOPS Training Course23
- 1.1Introduction to MLOPS
- 1.2Linux Commands Part 1
- 1.3Linux Commands part 2
- 1.4VI Editor
- 1.5Version Control System
- 1.6Git/GitHub Quiz Part – 110 Minutes10 Questions
- 1.7AWS MLOps Quiz Part – 110 Minutes3 Questions
- 1.8AWS LLMOps Quiz Part -110 Minutes3 Questions
- 1.9Azure MLOps Quiz part -110 Minutes3 Questions
- 1.10Azure LLMOps Quiz Part – 110 Minutes3 Questions
- 1.11Docker Quiz Part – 110 Minutes8 Questions
- 1.12How to download and install Anaconda
- 1.13Recap of Git & Github
- 1.14How to a Create S3 Bucket using Aws Cli, Upload the data in S3 Bucket and Read the Data in S3 Bucket
- 1.15MLOPS iris project part 1 – Code walkthrough
- 1.16How to upload the data into S3, Create Ec2 Instances , Build & Test Docker image in EC2
- 1.17How to Create EKS Cluster on AWS
- 1.18How to Create CodePipeline on AWS
- 1.19Creation of End to end CI/CD Pipeline in AWS EC2 for iris model
- 1.20How to install Mlflow on Aws, How to deploy model on Sagemaker
- 1.21Deployment of ML Model in Sagemaker
- 1.22Introduction to Generative AI (LLMs)
- 1.23How to Deploy Docker on GCP using Cloud Shell Editor
