Back

Price

Free

Level

Advanced

Affiliation

Microsoft

Certification

Available

Instructor

Lei Ma

Roland Fernandez

Xiaodong He

A thorough introduction to cutting-edge technologies applied to Natural Language Processing.

Expected learning & outcomes

  • Apply deep learning models to solve machine translation and conversation problems.
  • Apply deep structured semantic models on information retrieval and natural language applications.
  • Apply deep reinforcement learning models on natural language applications.
  • Apply deep learning models on image captioning and visual question answering.

Skills you will learn

Artificial Intelligence, machine learning, Natural Language Processing, Professional, Translation

About this course

This course is part of the Microsoft Professional Program in Artificial Intelligence.

Natural language processing (NLP) is one of the most important technologies of the information age. Understanding complex language utterances is also a crucial part of artificial intelligence. 

In this course, you will be given a thorough overview of Natural Language Processing and how to use classic machine learning methods. You will learn about Statistical Machine Translation as well as Deep Semantic Similarity Models (DSSM) and their applications. 
We will also discuss deep reinforcement learning techniques applied in NLP and Vision-Language Multimodal Intelligence.

edX offers financial assistance for learners who want to earn Verified Certificates but who may not be able to pay the fee. To apply for financial assistance, enroll in the course, then follow this link to complete an application for assistance.

LORE ADVANTAGE

Lore delivers value at the intersection of learning, interests and skills.

Learn from Domain Experts

Access learning options recommended by industry experts, professionals and thought leaders.

Search & Compare

Quickly search, select and add learning options to your learning list.

Personalize your feed

Tell us more about yourself to access the latest learning options, curated just for you.