M.Sc. Data Science (60 ECTS)

Use analytics to identify why Uber sometimes faces a supply-demand challenge and what can be done to overcome it. Use Data Manipulation, Visualizatio… Use analytics to identify why Uber sometimes faces a supply-demand challenge and what can be done to overcome it. Use Data Manipulation, Visualization & EDA skills to identify the problem faced by Uber.

Learn how the knowledge of basic machine learning algorithms can be used to determine leads that are potentially convertible and save your Sales team … Learn how the knowledge of basic machine learning algorithms can be used to determine leads that are potentially convertible and save your Sales team time, money and resources . Use your EDA and Predictive Modelling skills to successfully build a lead scoring model

Decline fraud transactions on a credit card in real-time to minimize the losses so that customers are not charged for items that they did not purchase… Decline fraud transactions on a credit card in real-time to minimize the losses so that customers are not charged for items that they did not purchase. Learners will able to build a model to recognize fraudulent credit card transactions using Machine Learning

Learn how predictive analytics can be used to decide the creditworthiness of customers and whether they are issued a credit card or not. Learn to app… Learn how predictive analytics can be used to decide the creditworthiness of customers and whether they are issued a credit card or not. Learn to apply Logistic Regression, SVM, Tree Models, and other classification techniques.

Learn how Google speech-to-text works and make your own model. Learn to make one using deep learning by analysing the voice modulations 

Build a model which will caption a given image and describe it in sentences in a detailed way like objects, present, the actions they are doing etc. … Build a model which will caption a given image and describe it in sentences in a detailed way like objects, present, the actions they are doing etc. Build a model to generate a textual description for a given photograph with the help of CNN, RNN & NLP

Learners will build a gesture recognition model for a Smart-TV to recognize 5 hand gestures, using a 3D Convolution Network. 

What if you could predict the popularity of a brand like upGrad in India? Learn how to acquire and analyse Twitter feed on a particular topic to pred… What if you could predict the popularity of a brand like upGrad in India? Learn how to acquire and analyse Twitter feed on a particular topic to predict and analyse how popular it is amongst the user-base.

Solve the most crucial business problem for a leading telecom operator in India and Southeast Asia: Predicting customer churn. Learners will be able … Solve the most crucial business problem for a leading telecom operator in India and Southeast Asia: Predicting customer churn. Learners will be able to use dimensionality reduction and classification techniques to mitigate the customer churn problem.