FP Tree -- online calculator
https://athena.ecs.csus.edu/~mei/associationcw/Algorithms/FpGrowth.html <-- For verification it is not removing items based on confidence rating in F list
https://www.softwaretestinghelp.com/fp-growth-algorithm-data-mining/ <-- diff between Approri and FP Tree
K-Means Clustering -- online calculator
https://scistatcalc.blogspot.com/2014/01/k-means-clustering-calculator.html
https://www.javatpoint.com/k-means-clustering-algorithm-in-machine-learning --> K means clustering algorithm / phython code
Agglomerative clustering (Bottom Up Approach)
Single Linkage clustering
https://www.analyticsvidhya.com/blog/2021/06/single-link-hierarchical-clustering-clearly-explained/
Online calculator : https://people.revoledu.com/kardi/tutorial/Clustering/Online-Hierarchical-Clustering.html
Devisive clustering (Top down approach)
MST - Minimum Spanning Tree
***** Please Study before exam *****
DB Scan
https://www.analyticsvidhya.com/blog/2020/09/how-dbscan-clustering-works/ <-- Python code
Hirerachical clustering
https://people.revoledu.com/kardi/tutorial/Clustering/Online-Hierarchical-Clustering.html
Outliner Analysis
https://towardsdatascience.com/density-based-algorithm-for-outlier-detection-8f278d2f7983
Proximity Based Outlier detection
Text Mining
TF-IDF : https://datacadamia.com/natural_language/tf-idf#:~:text=tf%E2%80%93idf%2C%20short%20for%20term,information%20retrieval%20and%20text%20mining.
TF-IDF calculator : https://remykarem.github.io/tfidf-demo/ (Answers are different to procedure taught in class)
for Log values : https://www.calculator.net/log-calculator.html
Calculators online
https://www.statskingdom.com/basic-stats.html
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