JABERI Mohamed HabibUnderstanding Decision Tree Classifier: A Comprehensive GuideRemark: For a practical example and further understanding, check out this Kaggle notebook.2d ago2d ago
JABERI Mohamed HabibUnderstanding Naive Bayes ClassificationWhen working with Naive Bayes classifiers, understanding its theory and application is essential. To see the practical implementation…2d ago2d ago
JABERI Mohamed HabibEvaluating Model Performance: A Quick Guide to MetricsIn supervised learning, the choice of performance metrics is crucial for understanding how well your model is performing. This guide…3d ago3d ago
JABERI Mohamed HabibMetrics for Measuring Model Performance in Supervised Learning: Classification vs. RegressionIn supervised learning, evaluating the performance of your models is crucial to understanding how well they generalize to new data. The…3d ago3d ago
JABERI Mohamed HabibUnderstanding Model Performance Metrics: Precision, Recall, F1 Score, and MoreWhen building and evaluating machine learning models, especially classification models, understanding the performance metrics is crucial…3d ago3d ago
JABERI Mohamed HabibUnderstanding the Confusion Matrix in Machine Learning: A Simple GuideWhen it comes to evaluating the performance of a machine learning model, particularly in classification tasks, the confusion matrix is one…4d ago4d ago
JABERI Mohamed HabibHarnessing Supervised Learning Models: Real-World ApplicationsIn the rapidly evolving field of machine learning, supervised learning models have become fundamental tools for solving a wide range of…6d ago6d ago
JABERI Mohamed HabibA Comprehensive Guide to Supervised Learning Models for Classification and RegressionSupervised learning is a cornerstone of machine learning, enabling computers to make predictions or decisions based on labeled data…6d ago16d ago1
JABERI Mohamed HabibData Scientist vs. Data Engineer: Who Does What in the Data World?Data Scientist and Data Engineer are two distinct roles in the field of data, though they often collaborate closely. Here’s a breakdown of…Aug 29Aug 29
JABERI Mohamed HabibHypothesis Testing in Python Part 4: Non-Parametric TestsWhen analyzing data, we often rely on hypothesis tests to make inferences about populations based on sample data. Traditional hypothesis…Aug 2Aug 2
