This is the Python material that does not get left behind. Almost none of it is replaced by a framework later. Learn it, and keep this cheat sheet close by as a handy reference.

Introduction A few years ago, I took over a demand forecasting model from a colleague who had left the company. The notebook ...

Overview:  Python’s extensive ecosystem supports everything from data preparation to model training. Go takes a different ...

Kaushal Prajapati transitioned from an eight-year career as a production supervisor at ONGC Petro additions Ltd to an AI-ML ...

Introduction A few years ago, I was in charge of demand forecasting models at my company. Even though the accuracy was decent ...

Slicing bytes copies. On a small payload nobody notices, but slice a large packet or image buffer in a loop and the copies ...

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Urban heat islands are a solvable data problem: this piece shows how to combine free satellite imagery, standard ...

Gemini Notebook (previously known as NotebookLM) changed that workflow for me. I mostly treated note-taking apps like digital storage boxes. I would throw quick ideas into Google Keep, save more ...

Overview:  Deep learning uses multi-layer neural networks to learn patterns from data.CNNs, RNNs, LSTMs, transformers, and autoencoders support different t ...

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Just like the real thing, this project starts with the audio. Technically, it's possible to print a full-size record with multiple songs, but that would require lengthy slicing and printing time.