Rstudio Models migration to AWS Sagemaker - 14/04/2024 22:28 EDT
Budget: $30 – $250 USD
I'm in need of a Machine Learning Engineer who can migrate our models from RStudio to AWS Sagemaker.
Your task will be to:
- Understand the Rstudio models I have running locally. It is one Rstudio logistic regression model with several other codes for the data transformation part-, all in Rstudio. R.
- Migrate The Rstudio models to AWS SAGEMAKER. Data will be on S3.
-Prepare models to run on sagemaker totally, so that we can do training and testing 100% on sagemaker.-Models are already running on a local computer, but I need to move them to Sagemaker 100%. Data is on S3 already.
-You need to configure and prepare Sagemaker from end to end, and teach me how you did it, since I need to replicate it in another system.
-I will give you the data and access to AWS
Ideal Skills and Experience:
- Demonstrated experience in performing similar migrations
- Proficiency in Rstudio, R is a MUST!!!
- Hands-on experience with AWS Sagemaker
-AWS is a MUST,
-No matter how, we need to have this model running on Sagemaker. Maybe small adaptations need to be done to the code.
-You dont need to change, or improve the model, they are already good. But maybe you will need to adapt them to be able to run in AWS Sagemaker and move the code in R.
Your ability to perform this task accurately and efficiently will be invaluable to our project.
Your task will be to:
- Understand the Rstudio models I have running locally. It is one Rstudio logistic regression model with several other codes for the data transformation part-, all in Rstudio. R.
- Migrate The Rstudio models to AWS SAGEMAKER. Data will be on S3.
-Prepare models to run on sagemaker totally, so that we can do training and testing 100% on sagemaker.-Models are already running on a local computer, but I need to move them to Sagemaker 100%. Data is on S3 already.
-You need to configure and prepare Sagemaker from end to end, and teach me how you did it, since I need to replicate it in another system.
-I will give you the data and access to AWS
Ideal Skills and Experience:
- Demonstrated experience in performing similar migrations
- Proficiency in Rstudio, R is a MUST!!!
- Hands-on experience with AWS Sagemaker
-AWS is a MUST,
-No matter how, we need to have this model running on Sagemaker. Maybe small adaptations need to be done to the code.
-You dont need to change, or improve the model, they are already good. But maybe you will need to adapt them to be able to run in AWS Sagemaker and move the code in R.
Your ability to perform this task accurately and efficiently will be invaluable to our project.