Aysel Aydin11 — Word2Vec Approaches: Word Embedding in NLPIn this article, we will talk about Continuous Bag of Words (CBOW) and Skip-Gram, which are Word2vec approaches. Before we start, I…4d ago4d ago
Aysel Aydin10 — Understanding Word2Vec 1: Word Embedding in NLPIn this article, we will talk about Word2vec one of the word embedding techniques. Before we start, I recommend you read the article I…5d ago5d ago
Aysel Aydin9 — Understanding Word Embeddings in NLPIn this article, we will talk about word embedding and techniques, their usage areas.Jun 30Jun 30
Aysel Aydin8 — Label Encoding & One-hot EncodingIn this article, we will talk about label encoding and one hot encoding, their usage areas and differences.Jun 29Jun 29
Aysel Aydin7 — Understanding N-Grams in NLPHello, in this article, we will talk about n-grams. If you want to read more articles about NLP, don’t forget to stay tuned :) click here.May 19May 19
Aysel Aydin6 — Creating a Word Cloud using TF-IDF in PythonIn this article, we will cover creating a word cloud using TF-IDF in Python. Before we start, I recommend you read the article I have…Apr 82Apr 82
Aysel AydinLogs ~ 2023Happy New Year ✨I hope you have a 2024 filled with love, fun, growth and adventure.Jan 2Jan 2
Aysel Aydin5 — TF-IDF: A Traditional Approach to Feature Extraction in NLP using PythonIn the last article, we covered the topic of Bag of Words, a Natural Language Processing strategy used to convert a text document into…Oct 29, 20233Oct 29, 20233
Aysel Aydin4 — Bag of Words Model in NLPIn this article, we will cover the Bag of Words. If you want to read articles I have previously covered in the field of NLP, click here.Oct 22, 20231Oct 22, 20231
Aysel Aydin3 — Tokenization in NLP: The Art of Breaking Down Text DataIn this article, we will cover the Tokenization topic. Before we start, I recommend you read the 2 articles I have previously covered…Oct 15, 20231Oct 15, 20231