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AI & ML

Natural Language Processing

Learn how machines understand and generate human language, from text processing basics to building applications on modern language models.

Duration
10 weeks · 60 hours
Format
Live sessions + project mentoring
Level
Intermediate

Curriculum

  1. Week 1–2

    Text fundamentals

    • Text cleaning and normalisation
    • Tokenisation, stemming and lemmatisation
    • Representing text as numbers
  2. Week 3–4

    Classical NLP

    • Bag of words and TF-IDF
    • Text classification and sentiment analysis
    • Named entity recognition
  3. Week 5–6

    Embeddings & sequence models

    • Word embeddings and vector spaces
    • Recurrent models and attention
    • Sequence labelling tasks
  4. Week 7–8

    Transformers & LLMs

    • Transformer architecture basics
    • Fine-tuning pretrained models
    • Prompting and evaluation
  5. Week 9–10

    Capstone

    • Build an end-to-end NLP application
    • Evaluation and error analysis
    • Demo and portfolio review

What you’ll be able to do

  • Clean, tokenise and prepare text data for modelling
  • Build classification, sentiment and entity recognition models
  • Work with embeddings, transformers and large language models
  • Ship a documented NLP project for your portfolio

Schedule

Weekend batch

Starts
Second Saturday of each month
Days
Sat & Sun
Time
10:00 – 13:00 IST
Mode
Online live

Weekday evening batch

Starts
Third Monday of each month
Days
Mon, Wed
Time
19:00 – 21:30 IST
Mode
Online live

Quick answer

What is the Codexaon Natural Language Processing program?

The Codexaon Natural Language Processing training program is a intermediate level, 10 weeks · 60 hours instructor-led program delivered as live sessions + project mentoring, covering clean, tokenise and prepare text data for modelling, build classification, sentiment and entity recognition models, work with embeddings, transformers and large language models with guided labs and a documented project.

Codexaon issues its own course completion certificate for this program. Third-party certifications are separate and are issued by the certifying body after you pass their exam.

Who it’s for

Intermediate. Suitable for learners who want structured guidance and practical work.

Projects & practice

Guided labs, assignments and a portfolio-ready capstone aligned with the published curriculum.

Certification

Codexaon issues a course completion certificate for this program. Third-party certifications, such as AWS certifications, are issued by the certifying body after you pass their exam; Codexaon provides preparation and, separately, certification exam vouchers.

Program questions

Booking

Book your seat in Natural Language Processing

Share your details and preferred batch. Our team confirms availability, fees and the joining steps.

info@codexaon.com

Bengaluru · Salem · Chennai · Hyderabad