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Learn Machine Learning Using Python

Training will include the following; What is Machine Learning? (Intro – why its used, Data Science defined), Analytics Defined (Predictive, Prescriptive etc.,)Data Mining Flow(Phases defined – with MOdeling phase that involves ML)

Price : $10.00 $99.00
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15-Days

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lifetime

3.5

Hours

You will learn in this course about basics of machine language ,usage of machine learning using python. Machine learning is closely related to and often overlaps with computational statistics; a discipline that also specializes in prediction-making.

Training is an introduction to the concept of machine learning, its algorithms and application using Python.

 

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  • Introduction
    • Introduction Machine Learning Using Python
  • Usage of Machine Learning Packages in Python
    • Installation of Python
    • Example of Machine Learning Using Python
    • Example of Machine Learning Using Python Continues
  • Linear Regression
    • Linear Regression in ML
    • Linear Regression Example
    • Linear Regression Example Continues
    • Support Vector Algorithm in ML
  • Classifier and Python Package
    • Decision Tree Classifier
    • Random Forest Classification
    • K Mean Clustering
    • Apriori Python Package
    • Apriori Python Package Continues
  • Evaluation Metrics
    • Evaluation Metrics
    • Example of Evaluation Metrics
    • Confusion Matix in Evaluation Metrics
    • Classification Reports in Evaluation Metrics
    • Example of MAE, MSE and Variance using Evaluation Metrics
    • Sea Born Example using Evaluation Metrics
    • Scatter Matrix using Evaluation Metrics
  • Missing Value
    • Handling Missing Values in Python
    • Handling Missing Values in Python Continues
    • Exception Handling in Python
    • More on Exception Handling in Python


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