Class Central is learner-supported. When you buy through links on our site, we may earn an affiliate commission.

YouTube

Technical Overview of Machine Learning Life Cycle

Prodramp via YouTube

Start learning Write review
Scrimba Ad

Free courses from frontend to fullstack and AI

Learn More → Coursera Ad

AI, Data Science & Cloud Certificates from Google, IBM & Meta

Learn More →

Overview

Google, IBM & Meta Certificates – 40% Off
One Coursera Plus subscription covers most Professional Certificates on Coursera.
Unlock All Certificates
This course provides a technical overview of the machine learning lifecycle, covering data preparation, feature engineering, feature stores, model training and tuning, deployment and monitoring, and inference or model serving.

Syllabus

Video Start
Content intro
Motivation to this video
Stage 1: Data Preparation
Data Preparation - Feature Engineering
Data Preparation - Feature Store
Data Preparation - Data Artifacts
Stage 2: Model Training and Tuning
Stage 3: Model Deployment and Monitoring
Model Deployment and Monitoring - Online Feature Store
Model Deployment and Monitoring - MLI
Recap
Credits

Taught by

Prodramp

Reviews

Start your review of Technical Overview of Machine Learning Life Cycle

Start learning

Never Stop Learning.

Get personalized course recommendations, track subjects and courses with reminders, and more.

Sign up for free
Someone learning on their laptop while sitting on the floor.