DA
Data ScienceAdvanced

Natural Language Processing (NLP)

Teach machines to understand human language. Master text preprocessing, classical NLP, word embeddings, transformers, and fine-tune BERT for real-world NLP tasks.

4.8(2,000 ratings)
17K+ students enrolled
Last updated: January 2026EnglishSubtitles: English

What You'll Learn

Clean and preprocess raw text with tokenisation, stemming, and lemmatisation

Represent text as vectors: Bag of Words, TF-IDF, and word embeddings

Train Word2Vec and GloVe embeddings from scratch

Build text classifiers, sentiment analysers, and named entity recognisers

Fine-tune pre-trained BERT models with Hugging Face Transformers

Deploy an NLP API endpoint for production use

Curriculum Breakdown

4 Modules 20 Lessons • 32h Total12+ Downloadable Resources
Why Dense Embeddings Beat Sparse Vectors
10:00
Word2Vec: Skip-gram & CBOW
14:00
GloVe & FastText
12:00
Visualising Embeddings with t-SNE
10:30
Project: Sentiment Analyser with Embeddings
16:00

Learning Format

Video Lessons

High-quality recorded lessons you can watch at your own pace.

20 lessons

Hands-on Projects

Real-world projects that reinforce every concept you learn.

3 projects

Certificate

Earn a verifiable certificate upon successful completion.

On completion

Certification Details

🎓

Natural Language Processing Certificate

Issued by Tech101

Prove your NLP expertise from classical techniques to state-of-the-art transformers.

Certificate Requirements

  • Shareable on LinkedIn
  • PDF download
  • Unique verification ID

Completion Certificate

Awarded upon finishing all course content and submitting projects. Shows dedication and completion.

Graded Certificate

Earned by passing the final assessment with 70%+ score. Demonstrates verified skill proficiency.

Your Instructor

SJ

Sarah Johnson

Data Scientist & ML Engineer

Sarah has 10 years of experience in data science and machine learning, previously at Google AI and DeepMind.

4.8
Instructor Rating
5.1K
Reviews
38K+
Students
6
Courses
4.8 Instructor Rating

Requirements & Prerequisites

Technical Requirements

  • Deep Learning Fundamentals or TensorFlow/Keras course
  • Python proficiency and basic ML knowledge

Who This Course Is For

  • ML engineers working with text data
  • Data scientists building chatbots or text analytics systems
  • Data Science & AI track students

Student Reviews

4.8
2,000 ratings
72%
18%
6%
2%
2%

Frequently Asked Questions

Ready to Begin?

Ready to Start Your Data Science Journey?

Join 17K+ students who are already building real skills with Natural Language Processing (NLP).

Preview Course

🛡️ 30-Day Money-Back Guarantee • Lifetime Access • Certificate Included