research

10 Python One-Liners for Calling LLMs from Your Code

You don’t always need a heavy wrapper, a big client class, or dozens of lines of boilerplate to call a…

2 hours ago

7 Pandas Tricks to Handle Large Datasets

Large dataset handling in Python is not exempt from challenges like memory constraints and slow processing workflows.

1 day ago

The Machine Learning Practitioner’s Guide to Agentic AI Systems

Agentic artificial intelligence (AI) represents the most significant shift in machine learning since deep learning transformed the field.

2 days ago

Building Transformer Models from Scratch with PyTorch (10-day Mini-Course)

Before we begin, let's make sure you're in the right place.

2 days ago

Build an Inference Cache to Save Costs in High-Traffic LLM Apps

Large language models (LLMs) are widely used in applications like chatbots, customer support, code assistants, and more.

5 days ago

7 NumPy Tricks to Vectorize Your Code

You've written Python that processes data in a loop.

6 days ago

Is ChatGPT-5 Able to Provide Proofs for Advanced Mathematics?

One of the claims made by OpenAI regarding its latest model, GPT-5 , is a breakthrough in reasoning for math…

1 week ago

A Decision Matrix for Time Series Forecasting Models

Time series data have the added complexity of temporal dependencies, seasonality, and possible non-stationarity.

1 week ago

Algorithm Showdown: Logistic Regression vs. Random Forest vs. XGBoost on Imbalanced Data

Imbalanced datasets are a common challenge in machine learning.

2 weeks ago

MinMax vs Standard vs Robust Scaler: Which One Wins for Skewed Data?

You've loaded your dataset and the distribution plots look rough.

2 weeks ago