Online Course – Packt Institute Certified Professional Internship in Natural Language Processing

Internship – a three-unit course series

In this course, you will learn how machines can train themselves to understand and process human language using various NLP (Natural Language Processing) algorithms. You will discover linguistic processing processes, basic syntactic processing, and mechanisms like those used by Google Translate to understand the context of language and the translation process.

Practical project

Includes building a chatbot with Rasa that conducts written and voice conversations, connects to messaging channels, and integrates APIs. You’ll also learn how to train your models for natural language understanding (NLU). Hand-written programs fail to cope with variable input, so the course focuses on creating models that understand context and are flexible.

Course requirements

• No prior knowledge of machine learning or deep learning is required.
• The course covers all necessary requirements.

By the end of the course, you will be proficient in building NLP models for text summarization, sentiment analysis, and entity recognition, all through real-world projects. This course is ideal for:

• Students entering data science.
• Professionals who are familiar with deep learning.
• Developers interested in creating chatbots or working on Alexa and Google Home projects.

Hands-on Learning Project

The projects in the course will provide practical experience using NLP techniques, allowing participants to apply the skills in authentic environments such as:

• Text data analysis.
• Syntactic and semantic processing.
• Building models for tasks such as spam detection and information extraction.

Upon completion of these projects, participants will gain practical expertise to solve real-world problems using natural language analysis.