4 Apr
2018

McKinsey - An executive’s guide to AI

McKinsey publised an online executive's guide to AI to cover the highlights of artificial intelligence: machine learning and deep learning.

Artificial Intelligence
McKinsey - An executive’s guide to AI

McKinsey publised an online executive's guide to AI to cover the highlights of artificial intelligence.

The article starts with a brief definition of AI:

"AI is typically defined as the ability of a machine to perform cognitive functions we associate with human minds, such as perceiving, reasoning, learning, interacting with the environment, problem solving, and even exercising creativity. "

The guide continues with Why AI now?, a interactive timeline which presents the first technologies and innovations that led to AI.

The guide goes on with machine learning and the various type and some business use cases:

Supervised learning

 

Supervised_learning

 

Unsupervised learning

Unsupervised_Leanring

 

Reinforcement learning

 

Reinforcement_Learning

The guide ends on the subject of Deep Learning, defining it as:

"Deep learning is a type of machine learning that can process a wider range of data resources, requires less data preprocessing by humans, and can often produce more accurate results than traditional machine-learning approaches (although it requires a larger amount of data to do so.)"

They present 2 majors models of deep learning and some business use cases:

Convolutional neural network

 

Convolutional neural network

 

Recurrent neural network.

 

Recurrent_Neural_Network

SOURCE AND TO READ THE FULL ARTICLE : https://www.mckinsey.com/business-functions/mckinsey-analytics/our-insights/an-executives-guide-to-ai

Want to learn more?
Download the ebook
Related blog articles

Related articles

Back to the blog
Thank you! Your submission has been received!
Oops! Something went wrong while submitting the form.
26
Mar 2019

Production alimentaire 4.0: La preuve est dans le data

French
27
Mar 2019

La valeur de données analytiques dans votre usine

French
16
Aug 2018

10 Montreal Tech Groups to Watch

English

Related articles

Back to the blog
Thank you! Your submission has been received!
Oops! Something went wrong while submitting the form.
30
Jul 2024

Qu'est-ce que la cadence dans le secteur manufacturier

À l’aide d’exemples concrets et d’informations pratiques, découvrez pourquoi calculer et monitorer la cadence sont votre voie vers une production optimisée.

French
3
Jul 2024

L’industrie 4.0 : l'avenir de l'efficacité opérationnelle avec Worximity

French
3
Jul 2024

Comment analyser la cadence

La cadence est une mesure importante des performances de l’usine. Non seulement elle indique si l'usine peut répondre à la demande des clients, mais elle constitue également un indicateur de l'efficacité globale de l'usine.

French