Machine Learning

Agentic Reasoning Design Patterns in AI: Examples

In recent years, artificial intelligence (AI) has evolved to include more sophisticated and capable agents, such as virtual assistants, autonomous…

1 month ago

LLMs for Adaptive Learning & Personalized Education

Adaptive learning helps in tailoring learning experiences to fit the unique needs of each student. In the quest to make…

2 months ago

Sparse Mixture of Experts (MoE) Models: Examples

With the increasing demand for more powerful machine learning (ML) systems that can handle diverse tasks, Mixture of Experts (MoE)…

2 months ago

Anxiety Disorder Detection & Machine Learning Techniques

Anxiety is a common mental health condition that affects millions of people around the world. Characterized by excessive worry, fear,…

2 months ago

Confounder Features & Machine Learning Models: Examples

In machine learning, confounder features or variables can significantly affect the accuracy and validity of your model. A confounder feature…

2 months ago

Credit Card Fraud Detection & Machine Learning

Last updated: 26 Sept, 2024 Credit card fraud detection is a major concern for credit card companies. With credit cards…

2 months ago

Neural Network Types & Real-life Examples

Last updated: 24th Sept, 2024 Neural networks are a powerful tool for data scientists, machine learning engineers, and statisticians. They…

2 months ago

Invoke Python ML Models from Other Applications – Examples

When working with Python-based machine learning models, a common question that pops up is how do we invoke models written…

2 months ago

Principal Component Analysis (PCA) & Feature Extraction – Examples

Last updated: 17 Sept, 2024 Principal component analysis (PCA)is a dimensionality reduction technique that reduces the number of dimensions or…

2 months ago

Content-based Recommender System: Python Example

In this blog, we will learn about how to implement content-based recommender system using Python programming example. We will learn…

2 months ago