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 - Guide de l'IA à l'usage des dirigeants

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

Articles connexes

Retour au blog
Nous vous remercions ! Votre demande a bien été reçue !
Oups ! Un problème s'est produit lors de l'envoi du formulaire.
26
Mars 2019

Production alimentaire 4.0: La preuve est dans le data

French
27
Mars 2019

La valeur de données analytiques dans votre usine

French
16
Août 2018

10 Montreal Tech Groups to Watch

English

Articles connexes

Retour au blog
Nous vous remercions ! Votre demande a bien été reçue !
Oups ! Un problème s'est produit lors de l'envoi du formulaire.
15
Nov 2023

Decoding the OEE Calculation: Translating OEE Metrics into Tangible Losses

The following OEE funnel is a great way to visualize how losses in availability, performance, and quality impact OEE and your throughput.

English
9
Nov 2023

Production Monitoring vs. MES: Choosing the Right Solution for Your Manufacturing Needs

Don't pay for what you don't need. Understand which software suits your needs best and unlock the potential of your manufacturing processes.

English
7
Nov 2023

Designing Software Products for Manufacturers: A Focus on Customer Needs

Dive into Worximity’s customer-centric approach to developing manufacturing software with a commitment to addressing real-world challenges.

English