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Recent & Upcoming Talks
2021
An Introduction to PyTorch
The Show & Tell will give a brief introduction to pytorch. Topics discussed are tensors, computational graphs, autograd. Finally, building a linear model and simple neural network to get an understanding of the workflow in PyTorch.
Apr 15, 2021 1:00 PM — 3:00 PM
Siddesh Sambasivam Suseela
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Introduction to Natural Language Processing
In this workshop, we cover fundamentals of NLP such as word embeddings, probabilistic and neural language models. We’ll cover all the theory behind these topics and finally, build a simple language model to get some hands-on experience.
Jan 29, 2021 6:30 PM — 8:30 PM
Siddesh Sambasivam Suseela
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2020
Data Cleaning & Data Scraping
Attendees will learn about the entire data preparation and collection stage in a machine learning pipeline. We will be using scrapy to scrape content from webpages and use various python libraries to preprocess the data. By the end of the workshop, the attendees will create a news headlines dataset for sentiment analysis task and a Binary image classification dataset.
Sep 25, 2020 6:30 PM — Sep 25, 2021 8:30 PM
Siddesh Sambasivam Suseela
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