The Machine Learning Boost for Asset Performance and Production Uptime

preview_player
Показать описание
Check out this episode to learn how ML can be applied to optimize equipment calibration and equipment maintenance. AI can be applied to provide manufacturers with actionable advice on how to optimally calibrate and maintain their assets in a cost-effectively way, how to get the most output from those machines, how to increase their uptime and eliminate unplanned downtime, and how to predict and prevent failures.

Chapters:
0:00 - Intro
1:42 - The business case for asset performance management
7:20 - Proof of value: Building and deploying an AI model for asset management demo
14:38 - Building the ecosystem
16:58 - Summary and wrap up

Learn more about the Google Cloud manufacturing solutions:

#SmartFactoryTransformers
  1. Google Cloud Tech
Рекомендации по теме
Gradient Boost Part 0:15:52

Gradient Boost Part 1 (of 4): Regression Main Ideas

Boosting 0:02:25

Boosting

Ensemble (Boosting, Bagging, 0:08:02

Ensemble (Boosting, Bagging, and Stacking) in Machine Learning: Easy Explanation for Data Scientists

The Machine Learning 0:18:30

The Machine Learning Boost for Asset Performance and Production Uptime

AdaBoost, Clearly Explained 0:20:54

AdaBoost, Clearly Explained

Visual Guide to 0:04:06

Visual Guide to Gradient Boosted Trees (xgboost)

Boosting Machine Learning 0:21:18

Boosting Machine Learning Tutorial | Adaptive Boosting, Gradient Boosting, XGBoost | Edureka

17. Learning: Boosting 0:51:40

17. Learning: Boosting

Enhanced Breast Cancer 0:25:56

Enhanced Breast Cancer Diagnosis Using Machine Learning on Patient Data and Deep Learning | Python

Boosting - EXPLAINED! 0:17:31

Boosting - EXPLAINED!

Gradient Boosting and 0:11:16

Gradient Boosting and XGBoost in Machine Learning: Easy Explanation for Data Science Interviews

What is AdaBoost 0:14:06

What is AdaBoost (BOOSTING TECHNIQUES)

Gradient Boosting : 0:15:48

Gradient Boosting : Data Science's Silver Bullet

Ensemble Method : 0:09:32

Ensemble Method : Boosting ll Machine Learning Course Explained in Hindi

ENSEMBLE LEARNING : 0:25:57

ENSEMBLE LEARNING : BAGGING, BOOSTING et STACKING (25/30)

Machine Learning Fundamentals: 0:06:36

Machine Learning Fundamentals: Bias and Variance

Gradient Boost Machine 0:14:11

Gradient Boost Machine Learning|How Gradient boost work in Machine Learning

Ensemble Learning Techniques 0:08:37

Ensemble Learning Techniques Voting Bagging Boosting Random Forest Stacking in ML by Mahesh Huddar

Ensemble Learning Boosting 0:06:15

Ensemble Learning Boosting - Georgia Tech - Machine Learning

A quantum boost 0:01:17

A quantum boost for machine learning

Gradient Boosting In 0:11:20

Gradient Boosting In Depth Intuition- Part 1 Machine Learning

Machine Learning Tutorial 0:23:37

Machine Learning Tutorial Python - 21: Ensemble Learning - Bagging

Boosting Explained-AdaBoost|Bagging vs 0:12:31

Boosting Explained-AdaBoost|Bagging vs Boosting|How Boosting and AdaBoost works

Extending Machine Learning 0:05:40

Extending Machine Learning Algorithms – AdaBoost Classifier | packtpub.com