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0. Create a windows server in a VPC in AWS Cloud: https://tachyonknowledge.com/cc/aws/d...
1. AWS Cloud Computing Notes
https://tachyonknowledge.com/cc/aws/a...
2. Hyperscalers for Data Science & AI Workload https://tachyonknowledge.com/cc/aws/a...
3. AWS Console Demo Guide
https://tachyonknowledge.com/cc/aws/a...
4. Top Cloud Services and their Benifits
https://tachyonknowledge.com/cc/aws/c...
5. Airflow + MLflow + Kubeflow ML Pipeline
https://tachyonknowledge.com/cc/aws/m...
6. AWS MLOps Complete Guide
https://tachyonknowledge.com/cc/aws/m...
7. ML Workflow: Training to Deployment
https://tachyonknowledge.com/cc/aws/m...
8. MLOps Maturity Levels
https://tachyonknowledge.com/cc/aws/m...
9. MLOps Overview
https://tachyonknowledge.com/cc/aws/m...
10. Selecting and Training a Model
https://tachyonknowledge.com/cc/aws/m...
11. Data Version Control for Machine Learning Operations https://tachyonknowledge.com/cc/aws/m...
12. FastAPI in MLOps https://tachyonknowledge.com/cc/aws/m...
CT-Assignment-1
{Assignments can be submitted as a team [ min 1 member(s), maximum 5 members]}
https://tachyonknowledge.com/cc/aws/C...
{***Sample Solutions***}
https://tachyonknowledge.com/cc/aws/C...
MLOps-Assignment-1
{Assignments can be submitted as a team [ min 1 member(s), maximum 5 members]}
https://tachyonknowledge.com/cc/aws/m...
{***Sample Solutions***}
https://tachyonknowledge.com/cc/aws/m...
13. DVC is a placeholder between large data stores and version controls repositories
https://tachyonknowledge.com/cc/aws/m...
Demo-AWS Services for Data Science- IAM, EC2, VPC & S3
https://tachyonknowledge.com/cc/aws/a...
14. DVC, MLflow & FastAPI on AWS for Data Science
https://tachyonknowledge.com/cc/aws/m...
15CT. Amazon RDS
https://tachyonknowledge.com/cc/aws/a...
15MO. Data-Preprocessing-Feature-Engineering
https://tachyonknowledge.com/cc/aws/m...
Demo-Data Scientists & AWS Cloud(3 Ways to Connect and Leverage AWS for Data Science)
https://tachyonknowledge.com/cc/aws/C...
17-21MO. FastAPI Serving Demo
https://tachyonknowledge.com/cc/aws/m...

https://tachyonknowledge.com/cc/aws/m...
https://tachyonknowledge.com/cc/aws/m...
https://tachyonknowledge.com/cc/aws/m...

22MO. Development of Gradio web application for ML
https://tachyonknowledge.com/cc/aws/m...
23MO. MLOps use case integrating DVC, MLflow, FastAPI, Gradio, and Streamlit
https://tachyonknowledge.com/cc/aws/m...

CT22. AWS-Lambda for DS
https://tachyonknowledge.com/cc/aws/C...
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52MO. Multi-cloud and Hybrid MLOps Strategy
https://tachyonknowledge.com/cc/aws/m...