Practical-Data-Science-on-AWS-Cloud

Analyze Datasets and Train ML Models using Auto ML Models

Week-1

Introduces Glue and Athena to inject the data

Week-2

Introduces Data wrangler and Clarify

Week-3

Introduces Auto Pilot sagemaker API

Week-4

Introduces Blazing text(Advanced Word2Vec) API

Build Train and Deploy ML Pipelines using BERT

Week-1

Feature Engineering and Feature Store

Week-2

Train, Debug, and Profile a Machine Learning Model

Week-3

Deploy End-to-End Machine learning pipelines

Optimize ML Models and Deploy Human-in-the-Loop Pipelines

Week-1

Advanced model training, tuning and evaluation

Week-2

Advanced model deployement and monitoring

Week-3

Data labeling and human-in-the-loop pipelines