research

Roadmap to Python in 2025

Python has evolved from a simple scripting language to the backbone of modern data science and machine learning.

9 months ago

How to Combine Pandas, NumPy, and Scikit-learn Seamlessly

Machine learning workflows require several distinct steps — from loading and preparing data to creating and evaluating models.

9 months ago

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…

9 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.

9 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…

9 months ago

Automate Dataset Labeling with Active Learning

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

9 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.

9 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…

9 months ago