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 ...

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

In the field of artificial intelligence, machine learning is a branch that uses data and algorithms to imitate human learning ...

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

Building an AI agent can start with surprisingly little code. Python basics, an LLM API, a few tools, and a defined task are often enough for an early ...

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

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

The course will also include hands-on AI, ML and deep-learning tutorials, practical datasets and coding assistance from IIT Kanpur teaching assistants ...

IIT Kanpur has opened registrations for a four-week online certification programme on Python for AI, ML and deep learning. The course brings students, scholars, faculty and professionals practical ...

The IIT Kanpur has launched a five week certificate programme on Python for AI, ML And DL. The programme will be conducted from December 14, 2026 to January 15, 2027.