Introduction Imagine a group of robots cleaning a warehouse, a swarm of drones surveying a disaster zone, or autonomous cars…
Introduction Imagine trying to understand what someone said over a noisy phone call or deciphering a DNA sequence from partial…
What is Structured Prediction? In traditional machine learning tasks like classification or regression a model predicts a single label or…
Introduction Reinforcement Learning (RL) is a powerful framework that enables agents to learn optimal behaviours through interaction with an environment.…
Imagine teaching a robot to navigate a maze or training an AI to master a video game without ever giving…
What is Deepfake? In an age where digital content shapes our daily lives, a new phenomenon is challenging our ability…
What is Data Filtering? Data filtering is sifting through a dataset to extract the specific information that meets certain criteria…
What is Data Encoding? Data encoding is the process of converting data from one form to another to efficiently store,…
What is Data Enrichment? Data enrichment enhances raw data by supplementing it with additional, relevant information to improve its accuracy,…
What Is Data Wrangling? Data is the foundation of modern decision-making, but raw data is rarely clean, structured, or ready…