Data Science

Data Science

Course Curriculum

Module 1 – Introduction, Data Science Overview, Recommender Overview
Module 2 – Use Cases, Project Lifecycle
Module 3 – Data Acquisition
Module 4 – Machine Learning
Module 5 – Data Analysis and Statistical Methods, Implementing Recommenders with Apache Mahout, Data Transformation
Module 6 – Experimentation and Evaluation, Production Deployment and Beyond
Module 7 – Various Algorithms on Business, Simple approaches to Prediction, Model Building, Deploy the model
Module 8 – Prediction & Analysis Segmentation
Module 9 – Project 1-Cold Start Problem in Data Science, Project 2-Movie Recommendation, Conclusion
Module 10 – Integrating R with Hadoop
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