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

YouTube

Adapting to Change - How Machine Intelligences Adapt to a Changing World

GOTO Conferences via YouTube

Overview

Google, IBM & Meta Certificates – 40% Off
One Coursera Plus subscription covers most Professional Certificates on Coursera.
Unlock All Certificates
The talk compares how human and machine intelligence respond to change, then examines production ML practices for adapting models, including CI, training, and deployment.

Syllabus

Intro
Change can be stressful
Do I need to adapt?
Mental adaptation
Neocortex
Cortical columns
Reference frames
Machine intelligence
Artificial neural networks
Supervised learning
Prediction aka inference
Expectations
Machine expectations
Labeling data
Consequences
MLOps
Production ML
Tales from the trenches
Production ML research
Process
What is MLOps?
CI, deployment & training
Training & deploying models
TFX production components
MLOps Level 0
Outro

Taught by

GOTO Conferences

Reviews

Start your review of Adapting to Change - How Machine Intelligences Adapt to a Changing World

Never Stop Learning.

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

Someone learning on their laptop while sitting on the floor.