| Instructor name | Instructor LinkedIn profile | Instructor Github | Instructor Instagram profile |
|---|---|---|---|
| Mohammed Misbahullah Sheriff | Github |
| Course Link | Language |
|---|---|
| Flight Price Prediction using AWS Sagemaker | Hinglish |
Note: This is the free but quality course offered by CampusX.
Description:
Key Highlights:
- Introduction to AWS ecosystem and Sagemaker
- Data Cleaning ( If time permits)
- ML Workflow
- Data Cleaning
- EDA
- Data Preprcessing
- Feature Engineering
- Work with AWS SageMaker Notebook instance
- Create an IAM role
- Set-up datasets with AWS S3 Bucket
- Train a Machine Learning model using AWS SageMaker
- Perform Hyperparameter Tuning using AWS Sagemaker
- Expose Trained Model as Web Application using Streamlit
- Deploy Web Appliction over streamlit cloud
What you will learn: