Sentiment Analysis Using Deep Learning

Sentiment Analysis Using Deep Learning

 

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About The Event

The Eminent Speaker: Dr Satish Patil, PhD, Founder and Chief Data Scientist, Lemoxo Technologies

 

Dr Satish has close to 6+ years of Data Science experience where he advises companies large and small on their data strategy. He holds a PhD from the University of Minnesota, USA and a B.Tech from University of Mumbai.

 

Over the last 6 years, Satish has helped global pharma, e-commerce giants, healthcare companies & startups to solve complex data problems to drive meaningful business outcome. His core competency lies in applied math and statistical modelling, deep learning and cognitive analytics. Satish is passionate about applying math, technology, design thinking and cognitive science to better understand, predict and improve business functions.

 

Outline of the talk

 

The traditional machine learning algorithm have been using hand engineered features to build sentiment analysis classifiers which is time consuming and accuracy largely depends on the person who is working on it.

 

Deep Learning has completely changed the face of the Natural Language Processing. With automatic feature detection and bringing state of the art results it has made life of engineers/scientist easy.  In this session we will discuss

 

- Word2Vec (How words are converted to vectors maintaining semantic realtionship)

 

- RNN and LSTM (How sequence models helps in NLP tasks)

 

- Build a classifier on IMDB dataset(Positive or Negitive review)

 

- Build a classifier on yelp dataset(Predicting the rating from the review)

 

- Future prospects

 

Those who are familiar with Keras and Tensorflow please ensure the bring your laptop during this session and participate in the hands-on session.

 

Registration and Charges

 

Charges for attending this meetup are Rs 100/-

 

About SPPU DoT ACM Student Chapter

 

Savitribai Phule Pune University ACM DoT chapter is a non-profit group of volunteers chartered on 14th April by Association of Computer Machinery. The chapter is headquartered at Department of Technology in Savitribai Phule Pune University. Objective of the group is “Promoting research on futuristic technologies by providing a collaborative platform for computing community to enable sharing of knowledge thereby advancing computing as a science and profession in line with the ACM vision.”

 

About Department of Technology

Savitribai Phule Pune University's Department of Technology aims at providing research platform for solving cutting edge industry relevant research problems. The department runs industry-University sponsored M.Tech-Ph.D. integrated programs. Five Technology boards have been established under the umbrella of 'Faculty of Technology', namely Chemical and Biotechnology (CB), Computer and Information Technology (CI), Electrical and Electronics Technology (EE), Mechanical and Materials Technology (MM) and Civil and Environmental (CE).

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