Machine Learning

Machine Learning May 2025

Automating Date Grading at Tamra Al-Khair

Python Pandas Scikit-learn Matplotlib NumPy Jupyter Notebook
Machine Learning May 2025

Zamzam Water Demand Prediction Model

Python Pandas Scikit-learn Matplotlib Jupyter Notebook
Machine Learning May 2025

Optimizing Heart Disease Prediction Models Using Genetic Algorithm and Neural Architecture Search

Python 3 Jupyter Notebook pandas NumPy NIAPY GeneticAlgorithm PySwarm PSO scikit-learn matplotlib
Machine Learning Apr 2025

Principal Components Analysis (PCA) Implementation

Python 3 & Jupyter Notebook NumPy & pandas Matplotlib
Machine Learning Mar 2025

Diabetes Detection using a Neuro-Fuzzy System

Python 3 pandas NumPy scikit-learn skfuzzy matplotlib
Machine Learning Feb 2025

Breast Cancer Classification Using Decision Tree Classifier

Python 3 & Jupyter Notebook train_test_split MinMaxScaler DecisionTreeClassifier accuracy_score precision_score recall_score f1_score confusion_matrix
Machine Learning Dec 2024

Credit Card Detection

Python 3 pandas NumPy scikit-learn seaborn matplotlib
Machine Learning Nov 2024

Predictive Analysis of Car Prices

Python 3 Jupyter Notebook pandas NumPy scikit-learn matplotlib seaborn
Machine Learning Jun 2024

Naïve Bayes Classifier for Titanic Dataset

Python 3 Jupyter Notebook LabelEncoder train_test_split MultinomialNB metrics
Machine Learning May 2024

Language Detection Using Naive Bayes

Python 3 pandas NumPy scikit-learn seaborn matplotlib
Machine Learning Feb 2024

Digit Recognizer

Python 3 Jupyter Notebook pandas NumPy scikit-learn matplotlib
Machine Learning Jun 2023

Machine Learning Tutorial

Python 3 Jupyter Notebook datasets model_selection linear_model neighbors metrics