Blog - Denis Kiprono

Overview of machine learning models and their applications in real-world scenarios.

guides Dec 16, 2024

Types of Machine Learning Models: Explained with Examples

Explore the three main types of machine learning models—supervised, unsupervised, and reinforcement learning—with clear explanations and practical examples in TensorFlow.js.

2 minutes

Why Split a Dataset into Training, Validation, and Test Sets?

Learn the purpose of dividing datasets into training, validation, and test sets, and see practical examples of how to implement this in TensorFlow.js for better machine learning models.

2 minutes

Selecting an Appropriate Model Architecture for a Given Problem

Learn the step-by-step process of selecting the right model architecture for your machine learning problem. Understand key considerations like data type, task complexity, and TensorFlow.js examples.

2 minutes