This repository is about labs and assignments of two cources at taibah university
Data Mining:
lab1: Writing mathimatics formula using markedown cell in jupyter notebook
lab2: python basics
lab3: python OOP
lab4: Numpy arrays
lab5: EDA - working on dataset - data visualization
lab6: PCA
lab7: K-Means clustering algorithm
lab8: Exercise: calculate the confidence
lab9: Bernoulli banive bayes - gaussian naive bayes
lab10: Linear regression - logistic regression
project: Complete clustering analysis on "facebook live sellers in thailand dataset"
Information Retrival:
lab1: Exercises: tokenization - frequency count
lab2: tokenization methods - Dealing with stop words
lab3: Regular expressions
lab4: Stemming
lab5: Similarity measures
lab6: Unigram inverted index
lab7: Positional index
lab8: Compute TF-IDF score in python