Logging instead of Print Statements!
Print statements are handy for logging and debugging, but they have some limitations and risks.
Ümit Sarıöz
Blog
Deep Dive into Densely Connected Convolutional Networks (DenseNet)
Deep learning models are growing more complex, leading to issues like vanishing gradients. Gao Huang et al. (2017) tackled these problems with DenseNet, which uses dense connections between layers ...
Deep Dive into Convolutional Neural Networks (CNNs)
Convolutional Neural Networks (CNNs) are fundamental to deep learning, revolutionizing computer vision tasks like image recognition and object detection by enhancing how machines interpret visual d...
Classification Evaluation Metrics in Machine Learning
Classification metrics such as precision, recall, sensitivity, and specificity offer a comprehensive view of model performance, especially in imbalanced datasets. Real-life examples from fraud dete...
Decision Trees | Growing Your Way to Smarter Decisions
Decision trees are a foundational tool in machine learning, offering a clear and intuitive method for both classification and regression tasks. This guide provides a detailed exploration of decisio...
Apriori Algorithm from Scratch | Building a Netflix Film Recommendation System
Association rule mining is a popular technique for uncovering relationships between items in large datasets. One of the most widely used algorithms in this field is the Apriori algorithm. Imagine u...