Machine Learning in Python

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Duration: 4
Lectures: 8
Video: Video: Zoom link will be sent once registration is completed
Level: Beginner

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    • This course dives into the basics concepts of machine learning using a well-known programming language, Python.
    • We will get a general overview of Machine Learning topics such as the steps of machine learning, supervised vs. unsupervised learning, model evaluation, and Machine Learning algorithms.
    • In this course, we will be learning about the purpose of Machine Learning and where it applies in the real world and practice with real-life examples.
    • This workshop is given in 2 sessions:
      Friday: 10 AM – 12 PM (GMT)
      Saturday: 10 AM – 12 PM (GMT)

    1-Introduction

    1
    What is Machine learning?
    2
    Why Machine Learning?
    3
    Key Types of Machine Learning Problems

    2-The Steps of Machine Learning.

    3-Essential Libraries and Tools.

    4-A First Application: Classifying Iris Species.

    5-Classification

    1
    k-Neighbors classification
    2
    Decision Trees

    6-Regression

    1
    Linear regression
    2
    Ridge regression
    3
    Lasso regression

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    Machine Learning in Python
    Price:
    $149 $99
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