TF-IDF is short for Term Frequency-Inverse Document Frequency. It is a vectorization technique used in the field of Natural Language Processing. Yes I know, it is a daunting looking phrase, but trust me, it’s a lot simpler than it sounds. Uses of TF-IDF Natural Language Processing or NLP is the field in Machine Learning that…
MNIST, short for Modified National Institute of Standards and Technology, is a dataset consisting of images showing handwritten digits from 0 to 9 (both inclusive). You can find the link to the official dataset here – MNIST You can find the link to the dataset on Kaggle here – Kaggle MNIST Dataset Description Type of…
The phrase “Reinforcement Learning” could sound a little intimidating at first, but when we break it down, it’s actually quite simple. Let’s start with the phrase itself. What does the word “reinforce” mean? No! don’t get googling already! I’ll tell you. It simply means to strengthen or support something. So Reinforcement Learning would mean, strengthening…
Have you ever wondered how Chat-Bots mimic human language? Or how Google Translate works? Are these questions going unanswered? Fear not for you have come to the right place, my friend! Processing textual data is a significant part of machine learning and artificial intelligence today. In the following sections, I will give you a simple…
Data is the most powerful force in the world today. When used correctly, it has the potential for making revolutionary changes. Hence, there is an imminent need to understand what data is and the various types of data. Data In the simplest terms possible, Data is any kind of information. Yes, that’s it. There is…
