Month: July 2023

Scoring Script

Preparing a scoring script is a crucial step in deploying the machine learning model. The scoring script is a standalone script (or application) that loads the trained ML model, performs any necessary preprocessing on new input data, runs this data through the model to get predictions, and then outputs these…

Continue reading

Reinforcement Learning

Reinforcement Learning (RL) is a bit unique. It’s not like supervised learning where we have labeled data to guide the learning. But it’s also not unsupervised learning where the algorithm is left to find patterns on its own. In RL, we don’t give direct answers, but we do give feedback…

Continue reading