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Note: This new course is coming soon and is currently available for pre-order.

Complete the NLP Engineering course and, optionally, get accredited as a Certified NLP Engineer by passing the certification exam. You can purchase the course now and get the exam later, or you can get them together at a discount as part of the Certification Bundle.

Upon completing the course you will receive a digital certificate of completion, as well as a digital training badge from Acclaim/Credly. Upon getting certified you will also receive an official NLP Engineer digital accreditation certificate and certification badge from Acclaim/Credly, along with an account that can be used to verify your certification status.

The NLP Engineering course is comprised of the following 3 course modules, each of which has an estimated completion time of 10 hours:

  • Module 13: Fundamental NLP Engineering
  • Module 14: Advanced NLP Engineering
  • Module 15: NLP Engineering Lab

Choose the Certification Bundle to receive the entire course together with the online-proctored certification exam and a set of practice exam questions, all at a bundle discount.

Upon purchasing this course, you will automatically receive access via the Online Interactive eLearning platform. To provide you with the greatest flexibility, you will also have the option to access the course materials via two additional eLearning formats, at no extra cost. All three eLearning formats are briefly described below. A more detailed comparison can be found here.
  1. For everyday learning: An online interactive eLearning platform with individual lessons, as well as interactive and automatically graded exercises and practice questions.
  2. For learning on-the-go: A study kit platform with access to full course documents that support online/offline synching, annotations, comments, custom bookmarks and cross-document searches.
  3. For your reference: A set of printable PDF documents that you can keep (for all course workbooks and posters).
All three forms of access are subject to Arcitura’s *. Upon purchase, access to the online interactive eLearning platform (1) is provided within one business day. Access to the study kits (2) and the PDF documents (3) is provided upon request.

Shown below are the digital contents and the topic outline for each course module:

Module 13: Fundamental NLP Engineering

This course module begins with an exploration of how NLP solutions can be used by businesses, as well as common associated challenges and risks. The module then continues with covering essential topics, such as NLP text processing, tokenization, stemming and lemmatization, as well as linguistic data preparation, common NLP models and libraries, and addressing bias and fairness concerns.

Course Module Contents

  • Workbook Lessons (100+ pages)
  • Video Lessons (for all topics)
  • Mind Map Poster

  • Symbol Legend Poster
  • Practice Exam Questions
  • PDFs of Workbook and Posters (printable)

Topics Covered

  • Introduction to NLP Engineering
  • Scope of Natural Language Processing
  • NLP Linguistic Foundations
  • Fundamentals of Syntax, Semantics and Pragmatics
  • Understanding NLP Morphology and Phonetics
  • Text Processing, including Normalization, Tokenization, Stemming, Lemmatization
  • Regular Expressions and Text Data Cleaning

  • Sentiment Analysis and Syntax Parsing
  • NLP Supervised and Unsupervised Learning
  • Working with NLP Libraries
  • Steps to Develop a Simple NLP Model
  • Understanding Context and Inference
  • Bias and Fairness in NLP
  • Understanding Fairness and Ethical Implications in Model Building

Module 14: Advanced NLP Engineering

This course module cover advanced topics, such as contextual embeddings, attention mechanisms, transformer models, as well as sequence-to-sequence models for tasks like summarization and translation. Also covered are methods for handling linguistic subtleties, sarcasm and ambiguity in natural language, and strategies to address challenges such as cross lingual NLP and domain-specific language understanding.

Course Module Contents

  • Workbook Lessons (100+ pages)
  • Video Lessons (for all topics)

  • Mind Map Poster
  • Practice Exam Questions
  • PDFs of Workbook and Poster (printable)

Topics Covered

  • Introduction to NLP Neural Network Architectures
  • Recurrent Neural Networks (RNNs), Long Short-Term Memory (LSTM) Networks and Gated Recurrent Units (GRUs)
  • Introduction to Contextual Embeddings
  • Understanding the Transformer Architecture
  • Self-Attention and the Attention Mechanism

  • BERT, GPT-series, RoBERTa and other variants
  • Fine-Tuning Pretrained Models
  • Feature Extraction from Transformer Models
  • Neural Machine Translation and Sequence-to-Sequence Models
  • Advanced Sentiment Analysis, Text Summarization and Question Answering
  • Dealing with Ambiguity, Idiomatic Language, Sarcasm

Module 15: NLP Engineering Lab

This course module provides a series of case-study driven, lab-style exercises and problems that are designed to test your ability to apply your knowledge of topics covered in previous modules. Completing this lab helps reinforce understanding of preceding topics and further demonstrates how different practices and technologies can be applied together as part of greater solutions.

Course Module Contents

  • Lab Exercise Booklet
  • Mind Map Poster

  • Practice Exam Questions
  • PDFs of Exercise Booklet and Poster (printable)

Learn About Arcitura: Take the Video Tour

Watch these helpful informational videos to learn about Arcitura programs, courses and certifications.

About Arcitura

About Arcitura Courses

About Arcitura Certifications

What’s in an Arcitura Course


Each course provides a comprehensive curriculum with 2-8 modules and 20-80 hours of training.

More Than Just
Video Lessons

In addition to standard video lessons, courses include full-color workbooks and reference posters for all lessons.

Interactive & Graded

Courses also include interactive and graded exercises, interactive and graded self-tests and other supplements.

The Arcitura Difference


  • is authored by a dedicated courseware development team
  • has a self-test, accreditation exam and professional certification
  • is available via two different eLearning platforms


  • undergo a common development process
  • are authored to be consistent in quality, structure and style
  • share a common vocabulary and symbol notation
  • are authored in collaboration with subject matter experts

Take Your Skills Anywhere

Regardless of whether you are an individual looking to boost your career or an organization looking to up-skill a team, Arcitura courses and certifications provide a sound investment.

Because both courses and accreditations are vendor-neutral, they empower you with skills and credentials that you can take to wherever you need to go.

Professional Instructor-Led Training & Coaching



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