July 1, 2022

How to Track Machine Learning Experiments with HarperDB

Welcome to Community Posts
Click below to read the full article.
Summary of What to Expect
Table of Contents
  1. Create a HarperDB Account at https://harperdb.io/.
  2. Configure a HarperDB Cloud Instance with desired settings.
  3. Preprocess and load the dataset for machine learning experiments.
  4. Connect to the HarperDB Cloud Instance programmatically.
  5. Record experiment results in the "experiments" table, including model details and accuracy scores.
  6. Train and track machine learning experiments for multiple algorithms.
  7. View recorded experiment results in the HarperDB Cloud Instance.

Optional:8. Create Custom Functions to interact with data through API calls.