Enlightenment to ML

Support Vector Machine is used for ____________ type(s) of problems.

--Classification & Regression

Clustering is a/an ____________ learning method.

--Unsupervised

____________ learning uses the function that is inferred from labeled training data consisting of a set of training examples.

--Supervised

______________ outlier deviates significantly from the entire dataset.

--Global

Which machine learning technique would you suggest to develop a machine which detects the sudden increase or decrease in heartbeat?

---Outlier Detection

____________ learning uses data and answers to uncover the rules that build a problem.

--Machine

Which of the following machine learning models would you suggest to predict a category?

--Classification

Which of the following machine learning models would you suggest to predict a quantity?

--Regression

A marketing company wants to group its customers into various groups to advertise accordingly. Which machine learning technique would you suggest for the company?

--Clustering

Decision Trees are a non-parametric ____________ learning method used for classification and regression.

--Supervised.

An observation that deviates significantly from other observations in the dataset is known as ____________.

--Outlier

______________ is given a system of rewards and punishments.

--Reinforcement…

Which learning would you suggest the user for grouping customers into distinct categories (Clustering)?

--Unsupervised

_____________ aids in identifying the associations, correlations, and frequent patterns in data.

--Associations Rule..

The field of study that gives computers the ability to learn without being explicitly programmed is ___________.

-ML