Swetha G
Data scientist with 5 years of exp in Machine Learning, Artificial intelligence
- Role
- Data Scientist at ExcelR
- Location
- Mumbai, MH, IN
- LinkedIn followers
- 500 followers
About Swetha G
Statistics – Various hypothesis testing, estimation, probability theory, time-series analysis, statistical modeling.• Machine Learning – Algorithms for Regression (Linear, Logistic), Classification (Decision Trees, Random forest, XGBoost,SVM, Naïve Bayes, k-NN),PCA, Clustering(k-means, Hierarchical).• R - Implemented ML Algorithms, used packages like dplyr,glmnet, ggplot, caret,boruta, missForest, mice, dummies• Python - ML Algorithms, using packages like Numpy, Pandas, SciPy, Scikit-Learn, Statsmodels, Matplotlib, Seaborn• Natural Language Processing – Text Processing, Web Scrapping, Sentiment Analysis, Regular Expressions, NLTK• Deep Learning – Neural Networks, RNNs, CNNs, LSTMs; tensorflow, keras.• SQL - Performing Basic Queries, Sub-queries, Joins, Aggregation, Statistical Functions.• QlikSense and Tableau – Data Visualization, Business Intelligence, Forecasts, Tables, Charts, Dashboards• Big Data – Basic knowledge of Hadoop, Map Reduce and Spark, along with all the other tools of the eco-system.
Experience
Data Scientist
May 2017 — Present · Mumbai, IN
Education
St.Xavier's school of management,Hyderabad
Master of Business Administration - MBA
New Science Degree & PG College
Bachelor of Commerce - BCom
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