Machine Learning – From Basic To Advanced

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Organization Name : Udemy

Details

Course Name : Machine Learning

Language : English

Cost : FREE

Coupon : FREESEP9

What you’ll Learn

Learn how to use NumPy, to do fast mathematical calculations in machine learning.
Learn what is Machine Learning and Data Wrangling in machine learning.
Learn how to use scikit-learn for data-preprocessing in machine learning.
Learn different model selection and feature selections techniques in machine learning.
Learn about cluster analysis and anomaly detection in machine learning.
Learn about SVMs for classification, regression and outliers detection in machine learning.

Description

If you are looking to start your career in Machine learning then this is the course for you.

This is a course designed in such a way that you will learn all the concepts of machine learning right from basic to advanced levels.

This course has 5 parts as given below:

Introduction & Data Wrangling in machine learning

Linear Models, Trees & Preprocessing in machine learning

Model Evaluation, Feature Selection & Pipelining in machine learning

Bayes, Nearest Neighbors & Clustering in machine learning

SVM, Anomalies, Imbalanced Classes, Ensemble Methods in machine learning

For the code explained in each lecture, you can find a GitHub link in the resources section.

Course Content

  • Introduction to Machine Learning & Data Wraping
  • Linear Models, Trees & Preprocessing
  • Model Evaluation, Feature Selection & Pipelining
  • Bayes, Nearest Neighbours & Clustering
  • SVM, Anomalies, Imbalanced Classes, Ensemble Methods

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