Emmy's repositories
DataStructure_knn-classifier
This code demonstrates the functioning of the k-nearest neighbor classifier and has been implemented on a set of 100 randomly generated positive points
DataStructure_MaxVal-Gradient-Descent
These code help you to find the maximum value for this function -> f(x)=〖xe〗^(-x)
EDA_StudentPerformancev1.1
Exploratory Data Analysis for student performance (dataset provided by Kaggle). The features are student's grades and demographic information. For more details check here https://www.kaggle.com/datasets/rkiattisak/student-performance-in-mathematics
ModelSelection_Student-Performance-by-Kaggle
Select best model from these prediction algorithm related: Linear Regression, Decision Tree, Random Forest, Support Vector Machine, Neural Network
Prediction_NeuralNetwork-Multi-Layer-Perceptron-MLP-
Simply predict bank data. This dataset will show you what is prediction. You can guess the answer only by looking at the dataset then you can get the valid answer through algorithm implementation
Prediction_Rice-Growth-Phases-Landsat-8-Satellite
This project used to predict Rice Growth Phase using DNN. You will find in TOLITOLI model, the accuracy is so bad and you need to deal with the outlier first.
Prediction_Simple-Decision-Tree
This is the simply way to learn Decision Tree. Simple code for the beginner who learn Machine Learning algorithm.
Prediction_Student-Performance-by-Kaggle
Predict math score using these features gender, race/ethnicity, parental level of education, lunch, test preparation course, reading score, writing score.
Prediction_Titanic-by-Kaggle
Prediction model using Decision Tree, Logistic Regression, KNN, Random Forest, and Neural Network
SentimentAnalysis_Fine-Food-Review-by-Amazon
Objective : Find bad store in amazon website and suggest amazon to give a training session for them. In the other hand, we also try to increase product purchase by offering Flash Sale program and implement it to the lowest purchase in good store. Here I implemented Sentiment Analysis in Text Column (Amazon Fine Food Reviews by Kaggle)