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…

11 months 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.

11 months 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,…

11 months ago

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

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

12 months 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,…

12 months 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.

12 months 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…

12 months 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…

12 months 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.

12 months ago