We continue our deep learning journey, but foray into Natural Language Processing (NLP). Building upon the CNN chops we developed in lesson 6, we will leverage a CNN to build a sentiment analysis model, which can analyze a review and predict the sentiment of the review for that movie.
The lesson video is here:
https://vimeo.com/924475117?share=copy
The code note book is here:
The data file can be found here:
https://drive.google.com/file/d/1n2C-L_jZbaEWlHvymMcvIwu5cdA2BjFA/view?usp=drive_link
Kumar Singh is the founder of Designed Analytics LLC, which is focused on helping organizations explore how to leverage data and analytics to effectively compete, thrive and innovate.
Kumar has over a decade of hands-on experience in supply chain and operations analytics. With over a decade of industry experience, he has worked across multiple industries, helping companies set up analytics centers of excellence.
Post his industry experience, Kumar also did a stint in external consulting as a data science consultant with Boston Consulting Group (BCG). Kumar holds an MSc. in AI from Liverpool John Moores University, a Masters in Supply Chain from The Ross School of Business at The University of Michigan, Ann Arbor, an MBA in Operations Management from IIT Roorkee, India, and an undergraduate degree in Electrical engineering.
Kumar is ASCM CPIM, CSCP, and CLTD certified and holds the PMP certification from PMI. He is also an AWS-certified Machine Learning Specialist and Microsoft certified in the Azure IoT developer specialty.
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