Relationship between Artificial Intelligence (AI) , Machine Learning (ML) and Deep Learning (DL)

 

 

 

Artificial Intelligence (AI) :

• Ability of machines to mimic the cognitive abilities and proven-solving capabilities of human intelligence.
•  follow this link for more info  on AI Artificial Intelligence Basics

Machine Learning (ML):

• A subset of artificial intelligence that focusses on creating computer systems that can learn and improve from experience.
• powered by algorithms that incorporate intelligence into machines.
• ML provides statistical tools to analyze, visualize, and make predictions from data.
• Follow this link for more info on ML Machine Learning Basics

Deep Learning (DL) :

• A subset of Machine learning that focuses on training Artificial Neural Networks(ANNs) with multiple layers.
• Allows then to automatically learn and extract intricate representations from data.

Generative AI :

• A subset of Machine learning .
• Generative AI refers to AI systems that can generate creative content(new content), such as a)text, b) images, c)music(audio), d) code, e) video and more. For Example: Writing a poem based on a given theme.
  

Summary

AI	ML	DL
The science of making machines that can think like humans	A branch of AI which focuses on the use of data and algorithms to imitate the way that humans learn, gradually improving its accuracy.	A subset of machine learning, which is essentially a neural network with three or more layers.