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Using DVC to Manage Machine Learning Projects
2024-07-20
/posts/20240620_dvc_pipeline/
#Dvc
#MLOps
Deploying AWS Lambda Functions in Different Environments with AWS SAM
2024-05-21
/posts/20240521_lambda_environments/
#AWS Lambda
Configuring AWS Lambda Deployment via AWS SAM
2024-04-27
/posts/20240427_samconfig_lambda/
#AWS Lambda
Using Github Actions for Automated Testing
2023-10-13
/posts/20231013_github_actions/
#GitHub Actions
#Testing
Ensuring Code Quality with pre-commit Hooks
2023-10-11
/posts/20231011_precommit/
#Python
#Pre-Commit
#Black
#Ruff
Testing Functions with Localstack for Cloud Service Interactions
2023-10-08
/posts/20231008_localstack_for_tests/
#Docker
#Docker-Compose
#Localstack
#Testing
Using Docker to Run Your Python Tests
2023-10-05
/posts/20231005_build_docker_image/
#Python
#Docker
Managing Project Dependencies with Poetry
2023-10-04
/posts/20231004_poetry_packages/
#Python
#Poetry
Using pytest to Test Your Code
2023-10-01
/posts/20231001_pytest/
#Python
#Pytest
Principle of Clean Python Code - Naming, Comments, Functions
2023-09-28
/posts/20230928_python_clean_code_naming_comment_function/
#Python
Using pyenv to Manage Python Versions
2023-09-25
/posts/20230925_pyenv/
#Python
#Pyenv