AI/ML Techniques

5 Free Courses for Mastering LLMs

Without any doubt, Large Language Models (LLMs) have emerged as one of the biggest AI breakthroughs in recent years: they…

3 weeks ago

The Beginner’s Guide to Natural Language Processing with Python

Learning natural language processing can be a super useful addition to your developer toolkit.

4 weeks ago

A Practical Guide to Building Recommender Systems

Recommender systems enhance user experiences in Internet-based applications by recommending items tailored to individual preferences or needs, such as products,…

1 month ago

Building Your First Chatbot: A Hands-On Tutorial with Open-Source Tools

A chatbot is a computer program that can talk to people.

1 month ago

5 Tips for Avoiding Common Rookie Mistakes in Machine Learning Projects

It's easy enough to make poor decisions in your machine learning projects that derail your efforts and jeopardize your outcomes,…

1 month ago

Mastering the Art of Hyperparameter Tuning: Tips, Tricks, and Tools

Machine learning (ML) models contain numerous adjustable settings called hyperparameters that control how they learn from data.

1 month ago

Virtual Personas for Language Models via an Anthology of Backstories

We introduce Anthology, a method for conditioning LLMs to representative, consistent, and diverse virtual personas by generating and utilizing naturalistic…

1 month ago

A Practical Guide to Choosing the Right Algorithm for Your Problem: From Regression to Neural Networks

This article explains, through clear guidelines, how to choose the right machine learning (ML) algorithm or model for different types…

1 month ago

Building a Robust Machine Learning Pipeline: Best Practices and Common Pitfalls

In real life, the machine learning model is not a standalone object that only produces a prediction.

2 months ago