Natural Language Processing Course
This comprehensive course equips you with practical NLP skills to analyse customer feedback effectively. Learn to preprocess text data, perform exploratory analysis, develop sentiment classification models, extract key topics using techniques like LDA and NMF, and create production-ready pipelines with Python, TF-IDF, embeddings, and machine learning for actionable business insights.

flexible workload of 4 to 360h
valid certificate in your country
What will I learn?
Gain expertise in converting unstructured text data like customer reviews into valuable insights. Master text preprocessing, exploratory data analysis, sentiment analysis models, topic extraction techniques, and end-to-end NLP pipelines using Python libraries. Evaluate models effectively and deliver impactful recommendations to enhance products and customer satisfaction.
Elevify advantages
Develop skills
- Master practical text cleaning by tokenising, normalising, and preparing reviews for efficient NLP processing.
- Develop hands-on skills in feature extraction using TF-IDF, n-grams, and word embeddings for robust models.
- Build and optimise sentiment analysis models to classify and interpret customer reviews accurately.
- Apply topic modelling techniques like LDA, NMF, and clustering to uncover customer insights clearly.
- Learn to generate concise reports transforming NLP results into strategic product improvement actions.
Suggested summary
Before starting, you can change the chapters and the workload. Choose which chapter to start with. Add or remove chapters. Increase or decrease the course workload.What our students say
FAQs
Who is Elevify? How does it work?
Do the courses have certificates?
Are the courses free?
What is the course workload?
What are the courses like?
How do the courses work?
What is the duration of the courses?
What is the cost or price of the courses?
What is an EAD or online course and how does it work?
PDF Course