What is Named Entity Recognition (NER)? Named entity recognition (NER) is a part of natural language processing (NLP) that involves finding and classifying named entities in text. Named entities are...
About Neri Van Otten
Neri Van Otten is the founder of Spot Intelligence, a machine learning engineer with over 12 years of experience specialising in Natural Language Processing (NLP) and deep learning innovation. Dedicated to making your projects succeed.
Posts By Neri Van Otten
NLP Text Summarization – Popular Machine Learning And Deep Learning Algorithms
Text summarization is so prominent in natural language processing (NLP) that it made our top ten list of NLP techniques to know. Natural Language Processing (NLP) text summarization has a sizable...
Word Embedding A Powerful Tool — How To Use Word2Vec GloVe, FastText
Word embedding is used in natural language processing (NLP) to describe how words are represented for text analysis. Typically, this representation takes the form of a real-valued vector that...
The Curse Of Dimensionality, When It Occurs And How To Overcome It
What is the curse of dimensionality? When dealing with high-dimensional data, several issues are known as the "Curse of Dimensionality." A dataset's quantity of attributes or features is called the...
TF-IDF Made Simple & How To Get Started In Python Tutorial
Tf-idf is a way to measure the importance of a word. It is one of the ten most commonly used natural language processing techniques. This comprehensive guide covers tf-idf, why you should use it,...
Top 10 Most Useful Natural Language Processing Techniques For Processing Textual Data
Natural language processing is a subfield of machine learning and information retrieval that focuses on processing textual data. There are many different natural language processing techniques,...
Self-Learning AI – Building More Powerful Machine Learning Applications
What is self-learning AI? Self-learning AI or Artificial intelligence agents or self-learning systems can continuously learn new information. They can learn further information without the aid of...
What Is Unsupervised Learning And What Are The Different Types
Unsupervised learning is a type of machine learning where the user doesn't have to watch over the model but relies on more autonomous learning. The technique enables the model to find previously...
Supervised Learning Explained And How To Choose The Right Model
Machine learning can be broadly classified into three major types: supervised, unsupervised, and reinforcement learning. We will go into supervised learning in more detail in this article and...
Artificial Intelligence, Machine Learning And Data Science — Differences Made Simple
Artificial intelligence, machine learning and data science; what are the differences? How can you think about these differences and use the terms correctly? This article provides a unique take that...
