## Resampling Methods: Splitting and k-Folds

To evaluate the performance of a trained machine learning model, we would have to test it on a datasetContinue reading “Resampling Methods: Splitting and k-Folds”

## Authorize access to AWS using boto3

Amazon Web Services provides a Python SDK called boto3 to programmatically perform actions to our AWS cloud resources suchContinue reading “Authorize access to AWS using boto3”

## Two ways to implement Binary Search in Python

Next to linear search, binary search is arguably the simplest to implement among the many search algorithms. Binary searchContinue reading “Two ways to implement Binary Search in Python”

## What is the relationship between exponent and logarithm?

The exponent says how many times to multiply a number. Example: 25 = 32 The exponent here is 5.Continue reading “What is the relationship between exponent and logarithm?”

## What is a loss function?

A loss function is a function that calculates the difference between an estimate and the true value of someContinue reading “What is a loss function?”

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