Machine Learning for Beginners

2 Hours per day

Workshop | Duration : 10 Hours
Start Date: Apr 06, 2019

Course Fee :  2999  INR

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Training Contents

Day I - Introduction to Machine Learning

  • Introduction to data and data types
  • Introduction to Machine Learning and Data Science
  • Types of Machine Learning problems:
    • Introduction to Regression
    • Introduction to Classification
    • Introduction to Clustering
  • Introductions to various ML terminologies
    • What are features?
    • What are targets?
    • What is a model ?
    • How the model is trained?
    • Output of the model (probability)

Day II - ... Contd Intro to ML and Intro to Orange and Exploratory Data Analysis

  • Introduction to supervised and unsupervised algorithms
  • Data science examples in day today life
  • Difference between ML and regular software projects
  • Steps involved in a machine learning project
  • Skills required to learn Machine learning
  • Introduction to coding and UI based approach
  • Introduction to Orange with EDA Examples

Day III - Regression Algorithm with Orange

  • Fundamentals of Regression
  • Implementation using Orange

Day IV - Classification Algorithm with Orange

  • Fundamentals of Classification
  • Implementation using Orange

Day IV - Clustering Algorithm with Orange

  • Fundamentals of Clustering
  • Implementation using Orange

Stay in touch with us

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