Coursera – Data Mining Specialization 2021-4

Description

Data Mining Specialization is a training course on text analysis, pattern discovery and data illustration, with the help of this course you will be able to solve real-world data mining challenges. In this specialty, you will learn data extraction techniques for both structured and unstructured data (which are in the form of natural language texts). The specialized topics of the course include pattern discovery, categorization, text retrieval, text extraction and analysis, and data visualization.

Skills that you will learn in the Data Mining Specialization course set

Data Clustering Algorithms

Text extraction

DataViz

Data extraction

Data visualization software

Tableau

Data simulation

Information recovery

Document retrieval

Machine learning

Proposing systems

Predictive models

Course information

Publisher: Coursera Instructors: John C. Hart, ChengXiang Zhai and Jiawei Han English language Level of education: Intermediate Number of courses: 6 Duration: Assuming 4 hours of work per week, 8 months

Courses in the Data Mining Specialization collection

COURSE 1 Data Visualization

COURSE 2 Text Retrieval and Search Engines

COURSE 3 Text Mining and Analytics

COURSE 4 Pattern Discovery in Data Mining

COURSE 5 Cluster Analysis in Data Mining

COURSE 6 Data Mining Project

Prerequisite

Comfortable with computer programming in multiple programming languages

Basic knowledge of probability and statistics

Installation

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Subtitle: English and other languages

Quality: 720

This collection includes 6 different courses.