Data Science
Access our data science projects and solutions developed using Deep Learning and Machine Learning techniques in our Github account.
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We have helped our customers in wide-ranging data analytics problem including classification, regression, time series predictions, sentiment analysis, product recommendations, NLP problems etc.
The solutions developed are deployed on the cloud (Google, AWS SageMaker) for scale. Some of the projects sample code available here.
Classification
- Employee Attrition – Using a Recursive Feature Elimination technique figured out key drivers for attrition
- Tweet Racism Prediction – Created a LSTM Recurrent Neural Network model in Keras and Tensorflow to predict whether a tweet is racist or not.
- Emojify – Created a LSTM RNN to solve classification problem and predicted emoji from the input text
- Best Marketing headline auto-generation – Created a LSTM RNN network model with word embedding to generate best marketing headlines
Time series
- Created a deep learning model to predict users enrollment in next 7 months