Machine Learning


Why Is The K-Nearest Neighbors (KNN) Called A “Lazy Algorithm”?

Why Is The K-Nearest Neighbors (KNN) Called A “Lazy Algorithm”?

Machine LearningArtificial IntelligenceAI
Convolutional Autoencoders (CAE) with Tensorflow

Convolutional Autoencoders (CAE) with Tensorflow

TensorflowMachine-learningDeep-learning
Iris Flower Classification Step-by-Step Tutorial

Iris Flower Classification Step-by-Step Tutorial

Do you want to learn machine learning, but having trouble getting started?

Machine learningPython
Hyperparameter Tuning of Decision Tree Classifier Using GridSearchCV

Hyperparameter Tuning of Decision Tree Classifier Using GridSearchCV

The models can have many hyperparameters and finding the best combination of the parameter using grid search methods.

Machine LearningPythonGridSearchCV
How to Calculate Entropy and Information Gain in Decision Trees

How to Calculate Entropy and Information Gain in Decision Trees

What is entropy and information gain in decision trees?

Machine-learningDecision-treesEntropy
Understanding Confusion Matrix and Applying It on KNN-Classifier on Iris Data Set

Understanding Confusion Matrix and Applying It on KNN-Classifier on Iris Data Set

What is Confusion matrix? Confusion matrix is one such important tool which helps us evaluate our model's performance.

Machine-learningKnnIris