Venkata Sowjanya Koka's repositories
AB-Testing
In a game at first gate was placed at level 30. The gate for certain reason could be moved to level 40! We would like to know if this change would impact retention of the customers.
ANOVA-model
Anova model to assess if there is evidence of at least one “Area” that shows a mean assessed property value from year 2 which is different from the assessed property value of other areas for that same year.
AutoMPG-Prediction
Linear Regression in PySpark
DataModeling
Built relational and dimensional data models as per business requirements and queried using SQL.
Evaluating-Hypothesis
Knowledgeable interpretation of a test of significance and p-value
Grape-Category-Prediction
Classification of grape varieties in Python using Multinomial Logistic Regression, Decision Trees and Random Forests
Likelihood-Analysis
Evaluating the odds of a mother who smokes giving birth prematurely, versus a woman who does not smoke.
Movie-Reviews-NLP
Natural Language Processing of Movies Reviews with Logistic Regression Classification in PySpark
Movies-Data-Analysis
Exploratory Data Analysis Using PySpark
Statistical-Regression-Model
Linear regression model using the Gauss-Markov Theorem, and normality test.
Titanic-Survival-Classification
Logistic Regression for Classification in PySpark
Uber-Trips-Clustering
Clustering in PySpark
VenkataSowjanyaKoka
Config files for my GitHub profile.
Wine-Description-NLP
Natural Language Processing of Wine Description and origin Classification with Logistic Regression in PySpark