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.
21
Dec 2018

Artificial Intelligence: A New Reality for the Food Industry

English
5
Jun 2018

Advanced Deep Learning AI Heatmap

English
2
Mar 2018

Blog Review: How AI Will Change Businesses Decision Making

English

Related articles

Back to the blog
Thank you! Your submission has been received!
Oops! Something went wrong while submitting the form.
3
Aug 2023

Adopter l'IIoT: la voie intelligente pour permettre aux fabricants d’équipement d’origine de prospérer grâce à un partenaire expert en technologies d’usine intelligente IIoT

En s'associant à un fournisseur de solutions IIoT de premier plan, les fabricants d’équipement d’origine peuvent améliorer l'expérience client, stimuler la compétitivité et augmenter leurs sources de revenus.

French
3
Aug 2023

Embracing IIoT: The Smart Path for OEMs to Thrive with a Leading IIoT Smart Manufacturing Partner

By partnering with an expert IIoT solution provider, OEMs can elevate customer experience, boost competitiveness, and grow their revenue streams.

English
1
Aug 2023

Comment Worximity transforme les données de votre usine en indicateurs de performance qui stimulent la productivité

Les entreprises manufacturières sont assises sur une mine d'or d'informations et Worximity met ces informations essentielles à la portée des entreprises manufacturières de tous types et de toutes tailles.

French