Deploying Machine Learning Models
Completed by Cameron Storey
October 4, 2021
10 hours (approximately)
Cameron Storey's account is verified. Coursera certifies their successful completion of Deploying Machine Learning Models
What you will learn
Project structure of interactive Python data applications
Python web server frameworks: (e.g.) Flask, Django, Dash
Best practices around deploying ML models and monitoring performance
Deployment scripts, serializing models, APIs
Skills you will gain
- Category: Applied Machine Learning
- Category: Predictive Modeling
- Category: MLOps (Machine Learning Operations)
- Category: Data Preprocessing
- Category: Data Manipulation
- Category: Python Programming
- Category: Model Evaluation
- Category: Data Cleansing
- Category: Flask (Web Framework)
- Category: Web Applications
- Category: Machine Learning Algorithms
- Category: AI Personalization
