Data Mining Algorithms (BETA Version)

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Data Mining Algorithms (BETA Version)

with Polong Lin, Saeed Aghabozorgi

Audience:
Beginners

Time to complete:
30 Minutes

Available in:
In English

A data scientist is responsible for knowing how to use a variety of algorithms for data mining. If you are learning data science and are looking for an overview of the major categories of data mining algorithms out there, this is the course for you.

You will be taught a broad overview of the tools and techniques used in data science. 

We will cover what the following techniques are, when they are used, examples, and a quick demo of each:
1. Linear Regression
2. Classification
3. Cluster Analysis
4. Dimension Reduction

Course Syllabus

Lesson 1: Setting up Data Scientist Workbench for hands-on examples
Lesson 2. Linear Regression
Lesson 3. Classification
Lesson 4. Cluster Analysis
Lesson 5. Dimension Reduction