Machine learning

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What is machine learning ? uses of ML ?

  1. Post:140

    Points:984
    Re: Machine learning

    Machine Learning(ML) introduce a system automating and improving the learning process of computers based on their experiences without being actually programmed i.e. without any human assistant. The process having feeding a good quality data and then training our machines by building machine learning models using the data and different algorithms. The choice of algorithms depends on what   type of data do we have and what kind of task we are trying to automate. the past data in the form of text file,excel file,images or in type of audio data.the model learning depends on quality of the data . 

    1. supervised learning

           -image classification

           -market prediction / Regression

    2. Unsupervised learning

           -clustering

           -High dimention visulization

           -Generative models

    Uses of linear regression, logistic regression, decision tree, SVM (support vector machine) Naive bayes, KNN (k-nearest nighbors),k-means , random forest in machine learning. 

    Terminology of ML :

    - Model

    - Feature

    - Target(label)

    - Training

    - Prediction

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