MACHINE LEARNING

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MACHINE LEARNING

Duration

1 Month

Category


SubCategory

4.78 (456)

Machine Learning can be an incredibly beneficial tool to uncover hidden insights and predict future trends. This Machine Learning with Python course will give you all the tools you need to get started with supervised and unsupervised learning.

This Machine Learning with Python course dives into the machine learning using an approachable, and well-known, programming language. You'll learn about Supervised vs Unsupervised Learning, look into how Statistical Modeling relates to Machine Learning, and do a comparison of each.

 

 

What Will I Learn?

    Module 1 - Intro to Machine Learning

    • Applications of Machine Learning

    • Supervised vs Unsupervised Learning

    • Python libraries suitable for Machine Learning

    Module 2 - Regression

    • Linear Regression

    • Non-linear Regression

    • Model evaluation methods

    Module 3 - Classification

    • K-Nearest Neighbour

    • Decision Trees

    • Logistic Regression

    • Support Vector Machines

    • Model Evaluation

    Module 4 - Unsupervised Learning

    • K-Means Clustering

    • Hierarchical Clustering

    • Density-Based Clustering

    Module 5 - Recommender Systems

    • Content-based recommender systems

    • Collaborative Filtering

     

Price : 6999