Description
Data Mining Specialization is a training course on text analysis, pattern discovery and data visualization, with the help of this course you will be able to solve real world data mining challenges. In this specialization, you will learn data mining techniques for both structured and unstructured data types (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.
The skills you will learn in the Data Mining Specialization course:
- Data Clustering Algorithms
- Text extraction
- Data visualization (DataViz)
- Data extraction
- Data visualization software
- Tableau
- Data simulation
- Data Recovery
- Document recovery
- machine learning
- Recommender systems
- Predictive models
Course details:
Publisher: Coursera
teacher: John C. Hart, ChengXiang Zhai And Jiawei Han
English language
Education level: Intermediate
Number of courses: 6
Duration: assuming 4 hours of work per week, 8 months
Available courses in the Data Mining Specialization series:
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
Course prerequisites:
Comfortable with computer programming in multiple programming languages
Basic knowledge of probability and statistics
Pictures
Sample video
Installation guide
After Extract, view with your favorite Player.
Subtitles: English and other languages
Quality: 720
This collection includes 6 different courses.
download link
Data Visualization 2021-4
Text Retrieval 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
Password file(s): www.downloadly.ir
Size
743 MB + 993 MB + 1.1 GB + 453 MB + 471 MB + 17 MB
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