Day 17: Run and Compare DVC Experiments
Lab Information The xFusionCorp Industries MLOps team needs every model training run to be...
Jul 19, 20264 min read0 reactions0 comments
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#100daysofmlops
Day 18: Version Datasets and Models Across Git Branches
Lab Information The xFusionCorp Industries MLOps team versions datasets and models on...
Jul 19, 20264 min read0 reactions0 comments
Day 16: Track ML Metrics with DVC
Lab Information After training a model, the xFusionCorp Industries ML team requires DVC to...
Jul 19, 20263 min read0 reactions0 comments
Day 15: Parameterize a DVC Pipeline
Lab Information The xFusionCorp Industries ML team manages model hyperparameters using...
Jul 19, 20264 min read0 reactions0 comments
Day 19: Complete a Production DVC Pipeline with SeaweedFS Remote
Lab Information Complete the xFusionCorp Industries fraud-detection production DVC...
Jul 19, 20264 min read0 reactions0 comments
Day 11: Track a Dataset with DVC
Lab Information A teammate has added the transactions dataset to the xFusionCorp...
Jun 16, 20264 min read0 reactions0 comments
Day 10: Install and Initialize DVC in an ML Project
Lab Information The xFusionCorp Industries ML team is adopting DVC so that datasets and...
Jun 16, 20263 min read0 reactions0 comments
Day 9: Create a Custom ML Project Template with Cookiecutter
Lab Information The xFusionCorp Industries ML platform team maintains a Cookiecutter...
Jun 13, 20263 min read0 reactions0 comments
Day 13: Pull DVC-Tracked Data from Remote
Lab Information A new xFusionCorp Industries team member has cloned the fraud-detection...
Jul 6, 20263 min read0 reactions0 comments
Day 14: Create a DVC Pipeline for Data Processing
Lab Information The xFusionCorp Industries ML team utilizes DVC pipelines to ensure the...
Jul 6, 20264 min read0 reactions0 comments
Day 8: Configure Pre-Commit Hooks for ML Repository
Lab Information The xFusionCorp Industries ML team enforces code quality on every commit...
Jun 11, 20265 min read0 reactions0 comments
Day 7: Package an ML Project as Installable Python Package
Lab Information The xFusionCorp Industries deployment team needs the fraud-detection model...
Jun 10, 20265 min read0 reactions0 comments