What is the difference between artificial learning and machine learning?

Post Reply
Posts: 1710
Joined: Mon Jul 29, 2019 3:25 pm

Mon Aug 12, 2019 5:41 pm

Designing and developing algorithms according to the behaviours based on empirical data are known as Machine Learning. While artificial intelligence in addition to machine learning, it also covers other aspects like knowledge representation, natural language processing, planning, robotics etc.
Posts: 312
Joined: Wed Jan 29, 2020 2:36 pm

Thu Jan 07, 2021 1:02 pm

Artificial Intelligence is a wider concept than Machine Learning. AI is the concept of creating machines with human minds whereas ML is just an application or subset.

· Artificial Systems are created to maximize the chances of success while Machine Learning concerns patterns and accuracy.

· The scope of Artificial Intelligence is wide while Machine Learning has limited scope.

· Artificial Intelligence includes; learning, self-correction, and reasoning while Machine Learning only concerns self-correction when it is introduced to new data.

· Depending on the capabilities Artificial Intelligence can be divided into three categories namely; Weak AI, General AI, and Strong AI while, Machine Learning can be divided into; Supervised learning, Unsupervised Learning, and Reinforcement Learning.

· Machine Learning and deep learning are branches of Artificial Intelligence itself on the contrary Deep learning is the main subset of Machine Learning.

· Artificial Intelligence deals with Structured, semi-structured, and unstructured data and Machine Learning concerns Structured and semi-structured data.
Post Reply