In the age of ‘information overload,’ it is crucial to enable machines to understand the content of the information. Businesses generate massive amounts of text data, including customer reviews, emails, social media comments, legal documents, and medical records....
A common failure for AI models is not understanding the human sentiments behind a text. Consider the following review from a customer, ‘The new version of the software is excellent. It now takes twice as long to open and often crashes when I try doing something....
Social media noise can be defined as the overwhelming amount of content, messages, and interactions on social media platforms. The massive amount of content flowing on these platforms makes it difficult to focus on the right information. Further, it also accounts for...
Are you building the next big AI model, investing hours into coding and training, only to realize that your dataset is faulty? Your AI is failing. It misclassifies texts, gives inaccurate predictions, and leads to catastrophic decision-making errors. Why? Because you...
Have you ever used a bank app where a smart chatbot talks to you and answers your questions? If yes, then you’ve already seen text annotation in machine learning at work! So Much Data Every Day! With each passing day, people across the world create an enormous amount...
Technology is making the impossible possible. Today, you don’t have to be worried if you have to convert a handwritten text into digital text. There are tools that can help you convert your bills, insurance documents, etc., quickly. OCR (Optical Character Recognition)...
