Machine Learning
Concepts, algorithms, and practical notes from studying ML.
4 entries
Tags:AIClassificationDeep LearningMachine LearningNeural NetworksNotesPersonal ProjectPythonSupervised Learning
Understanding Supervised Learning
A simple representation of the supervised learning workflow.
3 min readLearning
How Neural Networks Work
A breakdown of the core components of neural networks, including layers, activation functions, and backpropagation...
1 min readLearning
Overfitting vs Underfitting
Understanding the bias-variance tradeoff is crucial when training machine learning models...
1 min readLearning
My First ML Project
Retrospective on my very first end-to-end machine learning project...
1 min readProjects