Explore the differences between an epoch, a batch, and a mini-batch.
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Baeldung Author
Panagiotis Antoniadis
I work as a Machine Learning Engineer at DeepLab. My goal is to leverage data and AI to improve people’s lives. To that end, I implement machine learning models for biomedical and neural engineering applications. My experience also includes domains like computer vision and natural language processing.
Here's what I've written (so far):
Baeldung on Computer Science
- All
- Machine Learning (22)
- Deep Learning (16)
- Computer Vision (11)
- Math and Logic (4)
- Artificial Intelligence (4)
- Algorithms (4)
Cross-Validation: K-Fold vs. Leave-One-Out
Filed under Deep Learning, Machine Learning
Explore the differences between k-fold leave-one-out cross-validation techniques.
How to Compute the Similarity of Colours
Filed under Algorithms
Explore three common methods for computing the similarity between colors.
How to Convert a Color From HSL to RGB
Filed under Algorithms
Learn about a method that converts a color from HSL to RGB.
Mean Average Precision in Object Detection
Filed under Deep Learning, Machine Learning
Learn about the mAP metric for object detection.
Hidden Layers in a Neural Network
Filed under Deep Learning, Machine Learning
Learn about the hidden layers in a neural network.
An Introduction to Self-Supervised Learning
Filed under Machine Learning
Learn about self-supervised learning.
Latent Space in Deep Learning
Filed under Deep Learning, Machine Learning
Learn about the latent space in deep learning.
Activation Functions: Sigmoid vs Tanh
Filed under Deep Learning, Machine Learning
Explore two activation functions, the tanh and the sigmoid.