{"repo":"hacrex/100-days-of-mlops","free":true,"listed":false,"github":"https://github.com/hacrex/100-days-of-mlops","clone":"git clone https://github.com/hacrex/100-days-of-mlops.git","description":"This repository documents my step-by-step learning and implementation of modern MLOps, AI Infrastructure, and Cloud-Native ML systems.","language":"Python","stars":16,"topics":["agentic-ai","agents","aiops","cloudops","devops","llm","machine-learning","ml","mlops","mlworkflow"],"license":null,"category":"machine-learning","readme_excerpt":"100 Days of MLOps 🚀 A complete hands-on MLOps learning repository covering the full spectrum of production ML engineering — from environment setup to Kubernetes-native ML platforms. Inspired by the KodeKloud 100 Days of MLOps curriculum. --- What This Is A daily practice log where each day covers one concrete MLOps skill. Every day folder contains: - A focused README with objectives, commands, and learnings - Working source code / configs in src/ - Shell commands in commands.sh - Pinned dependencies in requirements.txt - Implementation notes in notes.md --- Repository Structure --- Progress Tracker Day Topic Status ----- ------- -------- 001 Python Virtual Environments ✅ 002 Jupyter Notebook Setup ✅ 003 uv Package Manager & Lockfiles ✅ 004 ML Project Structure ✅ 005 Makefile Automation ✅ 006 Pre-commit Hooks ⏳ 007 Code Formatting (Black, isort) ⏳ 008 Type Hints & mypy ⏳ 009 Logging Best Practices ⏳ 010 DVC Init & Data Versioning ✅ 011 DVC Pipelines ⏳ 012 DVC Remote Storage (S3) ⏳ 013 DVC Metrics & Plots ⏳ 014 Data Validation with Great Expectations ⏳ 015 Pandas Profiling ⏳ 016 Feature Engineering Pipelines ⏳ 017 Dataset Versioning Strategies ⏳ 018 Data Lineage ⏳ 019 Schema Registry ⏳ 020 MLflow Experiment Tracking ✅ 021 MLflow Projects ⏳ 022 MLflow Model Registry ⏳ 023 MLflow Serving ⏳ 024 Hyperparameter Tuning (Optuna) ⏳ 025 Cross-Validation Strategies ⏳ 026 Model Evaluation Metrics ⏳ 027 Experiment Comparison ⏳ 028 Weights & Biases Intro ⏳ 029 Model Explainability (SHAP) ⏳","default_branch":null,"files":null,"tree":[],"storefront":"/r/hacrex","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/hacrex/100-days-of-mlops/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}