Agnes Cicillia S. Simanjorang's repositories
Academic-Web-SIAK
Developing web application named SIAK(Sistem Informasi Akademik) using object oriented paradigm, that will be used as a Academy Web. Techs used in project such as HTML, CSS, JavaScript, and MySQL. Designing UI of SIAK using Canva
Kajai-Laundry-App
Developing application named Kajai Laundry using object oriented paradigm, that will be used as a Website/ App Booking and Payment for Laundry Services. Techs used in project such as Java and MySQL. Designing UI of SIAK using Canva and Figma
Machine-Learning---Association-Rule-Learning-for-Market-Basket-Optimisation
Reading and Exploring Dataset in Jupyter or Google Colab using Python. Training the Apriori Model on the dataset. Viewing the results as a pandas dataframe (Apriori and Eclat)
Machine-Learning-Classification-for-Breast-Cancer-Data-Set
Training the logistic regression, linear svm, kernel svm, naïve bayes, decision tree, and random forest classification models. Making the confusion matrix and accuracy score for all classification models
Machine-Learning-Clustering-for-Mall-Customers-Data-Set
Training the K- Means and Agglomerative HC clustering models and Visualising the clusters of the all clustering models
Machine-Learning-Natural-Language-Processing-for-Restaurant-Review
Reading and Exploring Dataset in Jupyter or Google Colab using Python. Cleaning the text on the dataset. Creating the Bag of Words model. Splitting the dataset into training set and test set. Training the Naive Bayes model on the training set. Predicting test set results. Making the Confusion Matrix and Accuracy Score and Predicting single
Machine-Learning-Regression-for-Combined-Cycle-Power-Plant-Data-Set
Training the linear, multiple, polynomial, support vector, decision tree, and random forest regression models. Evaluating of All Model Performance (r-square)
Mini-Project-Front-End-Developer-Form-Validation
Developing react application named Form Validation using object oriented paradigm, that will be used as a Form Validation. Techs used in project such as HTML, CSS, and ReactJS and Designing UI of Form Validation using CSS.
Mini-Project-MovieLens-Analytics
Analytics data for looking : filter movies with drama genre, most rated movies, number of users and average rating for each age range,etc. Visualize the count and age of moviegoers with the Matplolib library and Show movies, age range, average rating.
TodoList_app
Developing web application named To Do List App using framework Laravel, that will be used as a To Do List. Techs used in project such as HTML, CSS, Bootstrap, PHP, and SQL in phpMyAdmin and Designing UI of To Do List App using CSS and Bootstrap.
Novel-Website-Story-Fiction-Aci-
Developing web application named Story Fiction Aci, that will be used as a Story/Novel Website. Techs used in project such as HTML, CSS, JavaScript, React, and MySQL. API used in project such as TypeScript, Designing UI of Kost Web using Canva, Corel Draw, and Wix. CMS of Kost Web using Wix.