At the heart of NLP lies a fundamental element: the corpus. A corpus, in NLP, is not just a collection…
Have you ever wondered how your smartphone seems to know exactly what you're going to type next? Or how virtual…
Last updated: 6th Jan, 2024 Most machine learning algorithms require numerical input for training the models. Bag of words (BoW)…
Last updated: 5th Jan, 2024 Have you ever wondered how your phone's voice assistant understands your commands and responds appropriately?…
Last updated: 5th Jan, 2024 Cohen's Kappa Score is a statistic used to measure the performance of machine learning classification…
Last updated: 4th Jan, 2024 In the realm of machine learning, the emphasis increasingly shifts towards solving real-world problems with…
Last updated: 3rd Jan, 2024 Machine learning is a machine's ability to learn from data. It has been around for…
This blog is crafted for data scientists, machine learning (ML) and software engineers, business analysts / product managers, and anyone…
Last updated: 30th Dec, 2023 In this post, you will learn about how to use micro-averaging and macro-averaging methods for evaluating scoring metrics (precision,…
Last updated: 29th Dec, 2023 As you embark on your journey to understand and evaluate the performance of regression models,…