research

Attention May Be All We Need… But Why?

A lot (if not nearly all) of the success and progress made by many generative AI models nowadays, especially large…

10 months ago

Creating a Secure Machine Learning API with FastAPI and Docker

Machine learning models deliver real value only when they reach users, and APIs are the bridge that makes it happen.

10 months ago

Zero-Shot and Few-Shot Learning with Reasoning LLMs

As large language models have already become essential components of so many real-world applications, understanding how they reason and learn…

10 months ago

Automate Dataset Labeling with Active Learning

A few years ago, training AI models required massive amounts of labeled data.

10 months ago

7 Emerging Trends in Generative AI and Their Real-World Impact

Generative AI continues to rapidly evolve, reshaping how industries create, operate, and engage with users.

10 months ago

5 Problems Encountered Fine-Tuning LLMs with Solutions

Fine-tuning remains a cornerstone technique for adapting general-purpose pre-trained large language models (LLMs) models (also called foundation models) to serve…

10 months ago

Advanced Techniques to Build Your RAG System

This post is divided into three parts; they are: • Query Expansion and Reformulation • Hybrid Retrieval: Dense and Sparse…

10 months ago

10 Python One-Liners for Machine Learning Modeling

Building machine learning models is an undertaking which is now within everyone’s reach.

10 months ago