Sourav Datta
About Sourav Datta
- Currently working on as a Sr data scientist role on Data Mining,Statistical &Predictive modeling, text mining & machine learning techniques- Use statistical techniques like segmentation, CHAID, logistic, MBA, Econometric forecast and business domain knowledge to build up different Sales optimizing strategies for Retail products.- In depth knowledge about Linear Algebra, Multivariate statistics from algorithimic implementation point of view. - Worked on Text Classification, Sentiment analysis & Topic modeling for unstructured data.- Involved in end to end project management including analysis of business performance, identification of in-scope areas, proposal of new projects, design & development of analysis and delivery & implementation of analytical solution design.- Traditional/Advanced Analytic Methods:Machine Learning (Un/Supervised), Clustering, Classification, Random Forest, k-means, Decision Trees, Association Rules, Feature Extraction, Market Basket Analysis, Linear, Non Linear, Mixed Modeling, Logistic, Multinomial Logit, Time Series, Forecasting, Pricing Analysis, Ranking Analysis/Preference scores, Correspondence Analysis/Perceptual Maps, - Technical Expertise :- R, SPSS, SQL,Excel- Management & Training :- Basic and Advanced Analytic Methods Trainer- R Programming Trainer- Key driver in liaising the Onsite and Offshore teams- Motivating team towards the success of OrganizationPresently Associated with part-time teaching of Data Science in ISBR Business School and St Joseph college,