This repository is dedicated to small projects and some theoretical material that I used to self-teach/learn MLOps Learning in a practical way.
My journey in this field began by taking the specialization offered by DeepLearning.ai. This offering offers complete, in-depth details to guide you from the introductory level to the most advanced techniques. It covers how to conceptualize, build, and maintain integrated systems that continuously operate in production.
The production system faces additional challenges and must operate uninterruptedly at minimum cost while producing maximum performance. In this specialization you are taught how to face them and use well-established tools and methodologies to do all this effectively and efficiently.
- Course #1: Introduction to Machine Learning in Production
- Course #2: Machine Learning Data Lifecycle in Production
- Course #3: Machine Learning Modeling Pipelines in Production
- Course #4: Deploying Machine Learning Models in Production
Copyright of all materials in this repository belongs to DeepLearning.AI, and can only be used or distributed for educational purpose. You may not use or distribute them for commercial purposes.