Programme Course
Executive Certificate Executive Certificate in Artificial Intelligence
Natural Language Processing
Process and analyze text data. Build chatbots, sentiment analysis, language models, and translation systems.
4.7
Adaobi Nwosu
₦ 350,000
₦ 437,500
Enroll Now
LevelIntermediate
Duration4 months
Lessons12
Students1,921
CertificateYes
AccessLifetime
About This Course
Course Overview
Learn to process, analyse, and understand human language using computational techniques. Build chatbots, sentiment analysis tools, and text classification systems.
What You Will Learn
- Text preprocessing: tokenization, stemming, and lemmatization
- Bag of Words, TF-IDF, and word embeddings (Word2Vec, GloVe)
- Sentiment analysis and opinion mining
- Text classification and named entity recognition
- Sequence-to-sequence models and attention mechanisms
- Transformer architecture and BERT models
- Building chatbots and conversational AI systems
Course Highlights
Work on practical NLP projects including sentiment analysis, text summarization, and chatbot development. The programme covers both traditional NLP and modern transformer-based approaches.
What You'll Learn
Build practical, real-world skills in Natural Language Processing
Master industry-standard tools and workflows
Complete hands-on projects you can add to your portfolio
Apply best practices and professional standards
Earn a respected LEKKI TECH ACADEMY credential
Prepare for career opportunities in this domain
Course Requirements
Basic understanding of the subject area recommended. Some prior experience with technology concepts is helpful.
Course Curriculum
3 lessons
Core concepts and terminology
Setting up your learning environment
First practical exercises
3 lessons
Intermediate concepts and methods
Guided labs and exercises
Building your first project
3 lessons
Advanced techniques and best practices
Real-world case studies
Performance and quality
3 lessons
Planning and scoping a project
Implementation and refinement
Presentation and portfolio
Your Instructor
A
Adaobi Nwosu
Lead Data Scientist
Adaobi Nwosu is a seasoned Lead Data Scientist with over a decade of industry experience delivering impactful, hands-on technology training at Lekki Tech Academy.