Introduction to Natural Language Processing
New course
Develop your NLP skills
Natural Language processing is an extremely complex field of the Artificial Intelligence. In this microcourse we set the basics of this fascinating discipline by giving you the main concepts about this topic to develop skills to make machines can understand what we say and more.
In collaboration with:
Develop new
technologies.
Course units
Unit 1: Introduction to Natural Language Processing
1. What is NLP?
2. NLU and NLG
3. Use Cases and Applications
4. Basic Theory
4. Basic Theory
Unit 2: NLP Pipeline
1. Tokenization
2. Stopwords
3. Stemming
4. Lemmatization
5. POS
6. NER
7. BoW
8. TF-IDF
9. Embeddings
4. Lemmatization
5. POS
6. NER
7. BoW
8. TF-IDF
9. Embeddings
Unit 3: Text Classification and Sentiment Analysis
1. What is text classification?
2. Text Classification Hands-on
3. Sentiment Analysis Hands-on
3. Sentiment Analysis Hands-on
Unit 4: Summarization and AI Ethics
1. What is Summarization?
2. Summarization Hands-on
3. AI Ethics
3. AI Ethics
Meet your next expert
Rosario Moscato
Rosario Moscato has gained over 20 years of experience, always focusing his attention on the development and fine-tuning of the most innovative technologies in various Italian and international companies in Europe and Asia, covering various highly technical, commercial and business development roles.
In recent years, his interest has focused exclusively on Artificial Intelligence and Data Science, pursuing, on one hand, the goal of enhancing and making every business extremely competitive by introducing and supporting Machine and Deep Learning technologies and on the other hand, to analyze the ethical-philosophical implications deriving from the new scenarios that these disciplines open up.
Author of two books ("Post-Humans or New Gods?" - 2019, "Robocrazia" - 2007), he is a speaker, also by invitation, at international research centers and conferences, trainer and technical/scientific consultant on the huge and changing world of AI.
Holder of a Master Degree in Electronic Engineering (Federico II University, Naples), a Master in Internet Software Design (CEFRIEL, Milan), a Diploma in Apologetics (Pontifical Athenaeum Regina Apostolorum, Rome) and a Master in Science and Faith (Pontifical Athenaeum Regina Apostolorum, Rome),