01
Text preprocessing
AI & Machine Learning
NLP.
Exploring natural language processing, text preprocessing, tokenization and word representations.
NL
01 / OVERVIEW
Understanding NLP
A brief introduction to the technology and its role in development.
01
What is NLP?
Natural Language Processing focuses on enabling computers to process and understand human language.
02 / LEARNING
What I've learned
The concepts and fundamentals I have explored while learning NLP.
02
Tokenization using NLTK
03
Text normalization
04
Word representations
05
Word2Vec fundamentals
06
Skip-gram architecture
03 / KNOWLEDGE
Topics I've explored
An overview of the major areas covered in my learning journey.
TOPIC 01
NLP Fundamentals
Exploring nlp fundamentals as part of my NLP learning journey.
TOPIC 02
Text Preprocessing
Exploring text preprocessing as part of my NLP learning journey.
TOPIC 03
Tokenization
Exploring tokenization as part of my NLP learning journey.
TOPIC 04
NLTK
Exploring nltk as part of my NLP learning journey.
TOPIC 05
Word2Vec
Exploring word2vec as part of my NLP learning journey.
TOPIC 06
Skip-gram
Exploring skip-gram as part of my NLP learning journey.