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Latest posts

Last updated 1 day ago

10 Python One-Liners for Calling LLMs from Your Code

1 day ago

You don’t always need a heavy wrapper, a big client class, or...

7 Pandas Tricks to Handle Large Datasets

3 days ago

Large dataset handling in Python is not exempt from challenges like memory...

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

4 days ago

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

The Machine Learning Practitioner’s Guide to Agentic AI Systems

6 days ago

Agentic artificial intelligence (AI) represents the most significant shift in machine learning...

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

7 days ago

Large language models (LLMs) are widely used in applications like chatbots, customer...

7 NumPy Tricks to Vectorize Your Code

8 days ago

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

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

9 days ago

One of the claims made by OpenAI regarding its latest model, GPT-5...

A Decision Matrix for Time Series Forecasting Models

10 days ago

Time series data have the added complexity of temporal dependencies, seasonality, and...

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

12 days ago

Imbalanced datasets are a common challenge in machine learning.

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

15 days ago

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

The Model Selection Showdown: 6 Considerations for Choosing the Best Model

15 days ago

Selecting the right model is one of the most critical decisions in...

7 Python Decorator Tricks to Write Cleaner Code

16 days ago

Usually shrouded in mystery at first glance, Python decorators are, at their...