VTC Academy | Language Understanding
Language Understanding
Course format: On campus
Duration: 16 weeks
Major: Artificial Intelligence
ENROLL NOWIntroduction
The Language Understanding Course for AI Specialist provides top Deep Learning architectures, techniques, models, and algorithms for Language Understanding, Language Understanding Environment.
As a result, students are able to build Deep Learning models and AI applications relating to Language Understanding.
Applicable areas of course
Who can learn?
GROUP 1: People who know about python programming, linear algebra, analytics, optimization * People who have logical thinking and critical thinking *
GROUP 2: Students who have been awarded AI Practitioner certificates by VTC Academy
* Subject to the International-standards-based competency assessment of VTC Academy
Course overview
- Deep Learning architecture, models and algorithms for Language Understanding (natural language processing operations, multimodal data, reasoning capacities)
- Deep Learning models for Natural language processing: GLoVe, ELMO, ULMFit, GPT, Transformer, BERT, etc.
- Deep Learning techniques: Generative Adversarial Networks (gANs), Variational Autoencoder (VAE), meta/transfer/few-shot learning, evolutionary search, BayesOpt, DeepRL, etc.
- Topics of Language Understanding: Name-Entity recognition (NER), Language modeling, Text classification & subtasks, Text generation, Question answering & related tasks, Text data mining, etc.
- Step-by-step development of Deep Learning models and AI applications
Course outcomes
Testimonials
