30th Sept

Cloud Machine Learning for Natural Language Processing Module

Through this course, you will gain practical experience in applying machine learning techniques to NLP tasks, from text extraction and sentiment analysis to topic modelling and generative AI.

What you will learn:

to describe the principles and applications of natural language processing (NLP)
to implement a machine learning pipeline for NLP tasks
to develop solutions for text extraction, sentiment analysis, and topic modelling
to utilise generative AI and large language models (LLMs) for advanced NLP applications

By the end of this module, you will be able to:

design and deploy NLP models to solve business problems
process and analyse text data for machine learning applications
implement and optimize various NLP algorithms
integrate generative AI and LLMs into NLP solutions

This intermediate-level course is intended for students pursuing careers in data science, machine learning, and artificial intelligence. To ensure success in this course, you should have:

completed a foundational machine learning course
intermediate skills with Python programming
a general knowledge of applied statistics
familiarity with ML concepts and distributed systems

Categories: Courses, Intermediate Tags: Course Delivery: 1 Evening Workshop per week - online, Course Duration: 10 Weeks (part-time), Designed for people who have intermediate IT skills

Description
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University of Dundee are running a Cloud Machine Learning for Natural Language Processing Module.

Natural language processing (NLP) is a critical component of artificial intelligence that enables computers to understand, interpret, and generate human language. This course builds on foundational machine learning knowledge to explore how NLP can solve complex business problems and drive innovation in various industries. Through this course, you will gain practical experience in applying machine learning techniques to NLP tasks, from text extraction and sentiment analysis to topic modelling and generative AI.

Full funding is available for this course if you are 24 or older and live in the Tayside Cities Region (Dundee, Angus, North East Fife, Perth and Kinross) and meet one or more of the eligibility criteria: Women returning to work or advancing in work; Black, Asian or Minority Ethnic (BAME) individuals, refugees, unemployed or living with a disability.

For more information, please visit: Cloud Machine Learning for Natural Language Processing Module | University of Dundee, UK