Let’s Talk about Machine Learning Classification

Machine Learning Classification

What exactly is machine learning?

Simply put, machine learning is a method by which data analysis and automatic data modeling are done by machines with barely any human intervention. Machine learning is used in everyday life — for instance identifying chronic cancer cells in your body during a medical diagnosis. This can be done by applying machine learning in the department of oncology. Machine learning can be applied in diverse scenarios like — predictive analysis of fraudulent transactions on your credit card.

Classifications of machine learning –

Machine learning is a subset of artificial intelligence. Certain types of machine learning algorithms are used for particular use-cases. Leaving these specific cases, in general, machine learning algorithm classifications are trained through three different methods. The following are the methods or types of machine learning that are broadly used –

  1. Supervised learning –
  • While fitting of data is given focus under regression, data separation is emphasized in classification.
  • As the name suggests, data gets separated into classes in the latter technique. Regression in general terms deals with the prediction of output values.
  • In simpler terms, dimensionality reduction means eliminating redundant and unwanted information and keeping the significant ones.
  • Clustering means grouping things together after the identification of data based on how similar or dissimilar they are.

Why is machine learning algorithm important?

A user feeding a computer with inputs so that it generates recommendations that are data-driven — this is basically done under machine learning. Machine learning algorithms like — Linear regression and classification and regression trees, help deliver better decision outputs.

--

--

One of the best E-learning institute offering courses like industry-endorsed Analytics, AI, Machine Learning, python, Tech programs and automation algorithm.

Get the Medium app

A button that says 'Download on the App Store', and if clicked it will lead you to the iOS App store
A button that says 'Get it on, Google Play', and if clicked it will lead you to the Google Play store
Skillslash

One of the best E-learning institute offering courses like industry-endorsed Analytics, AI, Machine Learning, python, Tech programs and automation algorithm.