AppliedAi-Assignments

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AppliedAi-Assignments

(★ 11)

Text Dataset, Numerical Dataset

AppliedAi-Assignments 최신버젼 다운로드

최종 버전 다운로드 (.zip)

// repository documentation

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# AppliedAi-Assignments

## AppliedAi-Assignments 1 
1. Matrix Multiplication
2. Replace numbers with "#"
3. Print name of students
4. Print 5 closest elements for a given point (p,q) based on the angle between (p,q) and (x,y)
5. from the given set of hyperplanes find a hyperplane that will separate both red and green points

## AppliedAi-Assignments 2
1. EDA

## AppliedAi-Assignments 3
Amazon-Fine-Food-Reviews
1. EDA
2. Cleaning Datasetregression
3. Bi_gram and n-gram
4. TF-IDF
5. Word2Vec

## AppliedAi-Assignments 4
KNN
1. BOW
2. TF-IDF
3. W2V
4. Weighted TF-IDF W2V

## AppliedAi-Assignments 6
Naive Bayes
1. BOW without calculating optimal alpha
2. Calculate optimal alpha 
  1. BOW
  2. TF-IDF
 
## AppliedAi-Assignments 7
Logistic regression
BOW
1. GridSearchCV
  (i.) L1 Regularization
  (ii.) L2 Regularization
2. RandomizedSearchCV
  (i.) L1 Regularization
  (ii.) L2 Regularization

## AppliedAi-Assignments 7-2
Support Vector Machine
BOW
Implimentation
Explane SVM

## KNN_model_visualization
visualization for clusters.

## KNN_model_find_optimanl_k
Finding optimanl k value.

Note : 
file1.csv : csv file clean dataset form amazon food review

AppliedAi-Assignments

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