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An introductory tour of machine learning applications implemented with the Knet framework in Julia. Sessions demonstrate visual question answering, handwriting recognition, sentiment analysis, language modeling, and image classification, giving newcomers a sense of what models can do and how they are expressed in Julia code. Suited to learners new to machine learning who have some programming background.
Syllabus
Welcome to the world of Machine Learning
- Introduction
- Visual Question and Answering
- Handwriting Recognition in Julia
- Sentiment Analysis
- Language Modeling
- Image Classification
Taught by
Dr. Deniz Yuret