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100DaysofMLOps Series' Articles

Back to Thu Kha Kyawe's Series

Cover image for Day 1: Create a Python Virtual Environment for ML

May 30

Day 1: Create a Python Virtual Environment for ML

#kodekloud #100daysofmlops

2 min read

Cover image for Day 2: Set Up and Configure Jupyter Notebook Server

May 31

Day 2: Set Up and Configure Jupyter Notebook Server

#kodekloud #100daysofmlops

3 min read

Cover image for Day 3: Fix a Broken uv Lockfile Specification

Jun 2

Day 3: Fix a Broken uv Lockfile Specification

#kodekloud #100daysofmlops

5 min read

Cover image for Day 4: Create a Standard ML Project Structure

Jun 3

Day 4: Create a Standard ML Project Structure

#kodekloud #100daysofmlops

3 min read

Cover image for Day 5: Create a Makefile for ML Workflow Automation

Jun 9

Day 5: Create a Makefile for ML Workflow Automation

#100daysofmlops #kodekloud

3 min read

Cover image for Day 6: Set Up Code Quality Tools for ML Code

Jun 9

Day 6: Set Up Code Quality Tools for ML Code

#100daysofmlops #kodekloud

3 min read

Cover image for Day 7: Package an ML Project as Installable Python Package

Jun 10

Day 7: Package an ML Project as Installable Python Package

#100daysofmlops #kodekloud

5 min read

Cover image for Day 8: Configure Pre-Commit Hooks for ML Repository

Jun 11

Day 8: Configure Pre-Commit Hooks for ML Repository

#100daysofmlops #kodekloud

5 min read

Cover image for Day 9: Create a Custom ML Project Template with Cookiecutter

Jun 13

Day 9: Create a Custom ML Project Template with Cookiecutter

#100daysofmlops #kodekloud

3 min read

Cover image for Day 10: Install and Initialize DVC in an ML Project

Jun 16

Day 10: Install and Initialize DVC in an ML Project

#100daysofmlops #kodekloud

3 min read

Cover image for Day 11: Track a Dataset with DVC

Jun 16

Day 11: Track a Dataset with DVC

#100daysofmlops #kodekloud

4 min read

Cover image for Day 12: Configure a DVC Remote Storage

Jun 16

Day 12: Configure a DVC Remote Storage

#100daysofmlops #kodekloud

3 min read

Cover image for Day 13: Pull DVC-Tracked Data from Remote

Jul 6

Day 13: Pull DVC-Tracked Data from Remote

#100daysofmlops #kodekloud

3 min read

Cover image for Day 14: Create a DVC Pipeline for Data Processing

Jul 6

Day 14: Create a DVC Pipeline for Data Processing

#100daysofmlops #kodekloud

4 min read

Cover image for Day 15: Parameterize a DVC Pipeline

Jul 19

Day 15: Parameterize a DVC Pipeline

#100daysofmlops #kodekloud

4 min read

Cover image for Day 16: Track ML Metrics with DVC

Jul 19

Day 16: Track ML Metrics with DVC

#100daysofmlops #kodekloud

3 min read

Cover image for Day 17: Run and Compare DVC Experiments

Jul 19

Day 17: Run and Compare DVC Experiments

#100daysofmlops #kodekloud

4 min read

Cover image for Day 18: Version Datasets and Models Across Git Branches

Jul 19

Day 18: Version Datasets and Models Across Git Branches

#100daysofmlops #kodekloud

4 min read

Cover image for Day 19: Complete a Production DVC Pipeline with SeaweedFS Remote

Jul 19

Day 19: Complete a Production DVC Pipeline with SeaweedFS Remote

#100daysofmlops #kodekloud

4 min read