Introduction Every organisation today is flooded with documents — contracts, invoices, reports, customer feedback, medical records, research papers, and more.…
Introduction Natural Language Processing (NLP) powers many of the technologies we use every day—search engines, chatbots, translation tools, and voice…
Introduction Language is at the heart of human communication—and in today's digital world, making sense of language at scale is…
What Are Embedding Models? At their core, embedding models are tools that convert complex data—such as words, sentences, images, or…
What Are Vector Embeddings? Imagine trying to explain to a computer that the words "cat" and "dog" are more similar…
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…
What is Data Anonymisation? Data anonymisation is modifying or removing personally identifiable information (PII) from datasets to protect individuals' privacy.…