explanation
The Data Mining Specialization is a course in text analysis, pattern discovery, and data illustration that will prepare you to solve real-world data mining problems. In this specialization, you will learn data extraction techniques for structured and unstructured data (in natural language text format). Specialized topics in this course include pattern discovery, classification, text search, text extraction and analysis, and data visualization.
The skills you will learn in the Data Mining Specialization course set include:
- Data Clustering Algorithm
- text extraction
- DataViz
- Data extract
- data visualization software
- table
- data simulation
- information recovery
- Document Search
- machine learning
- system suggestion
- prediction model
Course details:
Publisher: Coursera
teacher: John C Hart , Jai Chengxiang and Jiawei Han
Language:English
Education level: average
Number of courses: 6
Period: 4 hours per week, 8 months
Data Mining Specialization Series Courses:
Course 1
data visualization
Course 2
Text search and search engine
Course 3
Text Mining and Analysis
4 courses
Discovering patterns in data mining
5 courses
Cluster analysis in data mining
6 courses
data mining project
Prerequisite courses:
Proficient in computer programming in various programming languages.
Basic knowledge of probability and statistics
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Subtitles: English and other languages
Quality: 720
This collection includes six different courses.
download link
Data Visualization 2021-4
Text Search and Search Engines (2021-4)
Text Mining and Analytics 2021-4
Pattern Discovery in Data Mining 2021-4
Cluster Analysis in Data Mining 2021-4
Data Mining Project 2021-4
File password: free download software
size
743MB + 993MB + 1.1GB + 453MB + 471MB + 17MB