Data Science Project Guide: From Zero to Deployment
April 15, 2026
Data science project guide: a 7-phase framework from definition to deployment. pandas, scikit-learn, FastAPI, monitoring — code snippets at every stage.
#model-deployment
MLOps Fundamentals Guide: From Model to Production
January 1, 2026
MLOps fundamentals from model to production: data versioning, CI/CD for ML, monitoring, retraining, and the tools (DVC, MLflow, Kubeflow) that tie it together.
How to MLOps: Building Reliable, Scalable Machine Learning Systems
November 29, 2025
A hands-on, deeply detailed guide to mastering MLOps—from model versioning and CI/CD to monitoring, scaling, and real-world production practices.