Complete MLOps Bootcamp | From Zero to Hero in Python 2022
Last updated 2/2024
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz, 2 Ch
Language: English | Duration: 10h 21m | Size: 3.91 GB
Advanced hands-on bootcamp of MLOps with MLFlow, Scikit-learn, CI/CD, Azure, FastAPI, Gradio, SHAP, Docker, DVC, Flask..
What you'll learn
MLOps fundamentals
MLOps toolbox
Model versioning with MLFlow
Data versioning with DVC
Auto-ML and Low-code MLOps
Model Explainability, Auditability, and Interpretable machine learning
Containerized Machine Learning WorkFlow With Docker
Deploying ML in Production through APIS
Deploying ML in Production through web applications
MLOps in Azure Cloud
Requirements
Python fundamentals
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