naufaal-hl Goto Github PK

classification-machine-learning

Classification machine learning uses several methods also preprocessing and normalizing data.

document_sixmath

RPL - Sixmath

explainable-ai-machine-learning

In this research, a system is developed that is able to see words with Explainable AI about hoax and non-hoax news in the data set.

final-project-data-visualization

Web-based application that displays interactive visualizations related to Covid-19 statistics. The visualization shown has 2 interactive features, such as sidebar, dropdown, etc. Interactive visualizations are created using the bokeh module and implemented on the Heroku platform.

kmeans-clustering-machine-learning

lexicalanalyzer-dan-parser-tugasbesar-tba

Lexical analyzer and parser program.

lombok-vacation-mobile

lombok-vacation-website

midterm-data-visualization

MidTerm project data visualization.

nlp-experiment

Natural language processing experiment.

project-machine-learning

Optimizing the dataset to be able to determine the best parameters of the hyperparameter tuning optimization algorithm using the Nature Inspired Algorithm. The hyperparameter tuning algorithm used is Particle Swarm Optimization and Hybrid Bat Algorithm.

tubes-strategi-algoritma-coin-change-problem

Algorithm strategy on the coin change problem.

tugas-besar-analisis-kompleksitas-algoritma_quicksort-iterative-dan-recursive

Algorithm complexity analysis on the Quick Sort algorithm with recursive and iterative processes or procedures to determine the efficiency level of an algorithm.

tugas-besar-statistika-credit-card-exploration-data-mining

The data used is sourced from https://www.kaggle.com/sakshigoyal7/credit-card-customers where the purpose is to predict how likely someone will leave using a credit card (churn) at that company.

tugas-besar-struktur-data

tugas-pengantar-ai-1-genetic-algorithm

A project that describe the process of genetic algorithm to find a maximum value in a function using python without genetic algorithm processing library

tugas-pengantar-ai-2-fuzzy-logic

Fuzzy logic method in determining restaurant recommendations based on food and service

tugas-pengantar-ai-3-knn

The system used to classify size, comfort, economy, speed and price against inputs entered by car buyers uses the K-Nearest Neighbor. K-Nearest Neighbor is a classification method for a set of data based on studying previously classified data.