This post gives a quick review of linear regression, not for first time learners, but for those who have already studied it and want a quick refresher. linear regression can be used to fit a ...

This post is about installing packages in AWS Lambda using an Elastic File System. Install Python packages in AWS Lambda using Elastic File System Definitions Lambda - Service that enables yo...

This post gives a quick review on recommending and implementing the appropriate machine learning services and features for a given problem. Deploy and operationalize machine learning solutions ...

This post gives a quick review on recommending and implementing the appropriate machine learning services and features for a given problem. ML on AWS (application services) Amazon Comprehend ...

This post gives a quick review on building machine learning solutions for performance, availability, scalability, resiliency, and fault tolerance Build machine learning solutions for performance...

This post gives a quick review on the evalution of machine learning models. Evaluate machine learning models Bias and variance Bias is the simplifying assumptions made by the model to make the...

This post gives a quick review on guidelines for hyperparameter optimization. Perform hyperparameter optimization some methods: manual trial and error grid-search rando...

This post gives a quick review on the training of ML models. Train machine learning models Train-test-validation split Training Dataset: sample of data used to fit the model actual datase...

This post gives a quick review on the selecting the appropriate model(s) for a given machine learning problem Select the appropriate model(s) for an ML problem The four aspects of a problem use...

This post gives a quick review on the framing of business problems as machine learning problems. Frame business problems as machine learning problems Determine when to use/when not to use ML U...