AI/ML Techniques

Supervised Learning: The Foundation of Predictive Modeling

Editor’s note: This article is a part of our series on visualizing the foundations of machine learning.

3 weeks ago

Mastering LLM Tool Calling: The Complete Framework for Connecting Models to the Real World

Most ChatGPT users don't know this, but when the model searches the web for current information or runs Python code…

3 weeks ago

A Gentle Introduction to Language Model Fine-tuning

This article is divided into four parts; they are: • The Reason for Fine-tuning a Model • Dataset for Fine-tuning…

3 weeks ago

7 Agentic AI Trends to Watch in 2026

The agentic AI field is moving from experimental prototypes to production-ready autonomous systems.

3 weeks ago

Gradient Descent:The Engine of Machine Learning Optimization

Editor's note: This article is a part of our series on visualizing the foundations of machine learning.

3 weeks ago

Train Your Large Model on Multiple GPUs with Tensor Parallelism

This article is divided into five parts; they are: • An Example of Tensor Parallelism • Setting Up Tensor Parallelism…

4 weeks ago

Train Your Large Model on Multiple GPUs with Fully Sharded Data Parallelism

This article is divided into five parts; they are: • Introduction to Fully Sharded Data Parallel • Preparing Model for…

4 weeks ago

Beyond Short-term Memory: The 3 Types of Long-term Memory AI Agents Need

If you've built chatbots or worked with language models, you're already familiar with how AI systems handle memory within a…

4 weeks ago

Train Your Large Model on Multiple GPUs with Pipeline Parallelism

This article is divided into six parts; they are: • Pipeline Parallelism Overview • Model Preparation for Pipeline Parallelism •…

4 weeks ago

5 Python Libraries for Advanced Time Series Forecasting

Predicting the future has always been the holy grail of analytics.

4 weeks ago