Data Mining - CSE450
Data Mining - CSE450
Embedded Files
Google Classroom Code
Google Classroom Code
Spring 2020 - 4qgf5vt (PC-B)
BLC-DIU Repository: https://elearn.daffodil.university/course/view.php?id=3986
Course Objectives:
Course Objectives:
This course introduces students to the applications of data mining, different stages in data mining and different data mining algorithms. Upon completion of this course, students will be able to do the following:
(1) Appreciate the necessity of data mining in everyday life
(2) Apply the concept of data mining in solving problems
(3) Demonstrate applications of data mining using tools
(4) Apply knowledge of data mining in project work
Course Contents:
Course Contents:
Links to learn some python & data mining algorithms:
Pyhton: https://pythonprogramming.net/
DT: https://www.youtube.com/watch?v=y6DmpG_PtN0&list=PLPOTBrypY74xS3WD0G_uzqPjCQfU6IRK-
SVM: https://stackabuse.com/implementing-svm-and-kernel-svm-with-pythons-scikit-learn/
ANN:
https://www.youtube.com/watch?v=kft1AJ9WVDk
Basic Concept:
https://www.guru99.com/machine-learning-tutorial.html
https://blog.quantinsti.com/top-10-machine-learning-algorithms-beginners/
Full Course:
https://www.coursera.org/learn/machine-learning-with-python
https://cognitiveclass.ai/courses/machine-learning-with-python
10 websites to get a real data-set for Machine Learning:
10 websites to get a real data-set for Machine Learning:
1- World bank
2- World health organization
https://www.who.int/gho/database/en/
3- Google data set
https://www.google.com/publicdata/directory
4- registry open data AWS
https://registry.opendata.aws/
5- Europe open data
http://data.europa.eu/euodp/en/data/
6- wiki dbpedia
7- yelp
8- UNICEF
9- kaggle
https://www.kaggle.com/datasets
10- machine learning repositary
10 websites to get a real data-set for Machine Learning:
10 websites to get a real data-set for Machine Learning:
11- US data
12- US Census
https://www.census.gov/data.html
13- health data
https://healthdata.gov/search/type/dataset
14- data gov
15- open data
16- kapsac
https://datasource.kapsarc.org/pages/home/
17- International monetary fund
http://data.imf.org/?sk=388DFA60-1D26-4ADE-B505-A05A558D9A42
18- Visual data
19- Inside airbnb
http://insideairbnb.com/get-the-data.html
20- IEEE
UCI MACHINE LEARNING REPOSITORY
UCI MACHINE LEARNING REPOSITORY
Software tools : Weka
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