#tutorials - 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

The Role of Data Preprocessing in TensorFlow.js Models

Discover the importance of data preprocessing in building effective TensorFlow.js models. Learn common techniques like normalization, encoding, and handling missing values to optimize model performance.

2 minutes

The Significance of Feature Engineering in Model Development

Understand the concept of feature engineering and its importance in improving model performance. Explore techniques like feature scaling, interaction terms, and domain-specific feature creation.

2 minutes