Nahid Alam

Nahid Alam is a Machine Learning Engineer based out of San Francisco, with over four years experience building Machine Learning applications and AutoML systems that can train and build Machine Learning models in a distributed way. Nahid has a wide range of experience working at startups to fortune 500 companies, Venture Capital and founding startups. She has a Masters Degree in Computer Science from Clemson University.

projects by Nahid Alam

Summarize COVID-19 News Using NLP and PyTorch

5 weeks · 5-10 hours per week · INTERMEDIATE

Included with a Manning Online subscription

catalog / Data Science

Text summarization is a powerful data science technique. It allows vital high-level information to be automatically extracted from reams of text data, without any slow and expensive human analysis.

In this liveProject, you’ll master text summarization techniques for summarizing news data by building a tool that can extract key information about COVID-19 from news articles using the PyTorch deep learning library. Your challenges will include cleaning your data set, building an attention-based deep learning model, and evaluating the success of your model using TensorBoard and ROUGE scores.