Suryateja Chalapati's repositories
Linear-Mixed-Effect-Models-Retail-Sales-Prediction
Linear mixed effects model (LMER) to predict item sales based on various KPI's like price, type, weight, outlet etc.
BigData-Project-Medical-No-Shows
Big Data ML project to predict patient no-shows at clinics by building a Data Science pipeline on Databricks.
Database-Design-And-Performance-Tuning
Designing a database, querying, analytics and reporting.
Growth-Prediction-From-Emerging-Technologies
Natural language processing project to predict growth from emerging technologies from SEC 10K and YouTube data.
Malware-Classification-TensorFlow
Multi-level Classification (Unbalanced Data) project to predict if a given file is a malware and of what type (Level of quarantine required).
Survival-Analysis-Probability-Of-Patient-Survival
ML models to predict the probability of patient survival based on various KPI's.
Advanced-Database-Management-Application
Advanced SQL querying and database programming applications in Oracle and MySQL.
Kickstarter-NLP-Similarity-Analysis
Natural language processing project where we perform similarity analysis on Kickstarter text data in different time frames.
Reddit-NLP-Text-Mining
Natural language processing project to analyse Reddit posts data based on various data processing methods like BOW, TFIDF etc.
Car-Brand-Sales-Visualizations
A tableau project on visualizing car sales metrics.
CNN-Image-Classification-TensorFlow
Image classification of various fruits using TensorFlow and Convolutional Neural Network techniques.
Credit-Card-Fraud-Detection
ML model to detect credit card fraud based on multiple KPI's
Customer-Churn-Prediction
ML classification model to predict customer churn based on various KPI's like billing, payment method, dependents, mode of promotion etc.
Data-Science-Programming-Public-Datasets
Python programming on IRIS, Housing datasets to build ML models as part of data science coursework.
Generalized-Linear-Models-Customer-Spend-Prediction
Generalized linear model techniques applied to building ML models on customer spend data based on various KPI's.
Linear-Programming-Math-Optimization
Retail problems that are solved leveraging the linear programming methods by employing math optimization techniques.
Linear-Regression-US-Crime-Prediction
Simple regression problem to predict crimes by population done as part the statistics class.
Logistic-Regression-Income-Prediction
ML model to predict income range (Balanced, Binary) based on various KPI's like work sector, education, marital status, hours worked per week etc.
ML-Stackoverflow-Tags-Classification
Machine learning Classification project to predict tags from user queries on Stackoverflow.
Multi-Level-Data-House-Price-Prediction-USA
ML models for Multi level data on housing for predicting prices based on various KPI's like income, poverty, minimum wage, mortagage, GDP etc.
Multiple-Regression-Craigs-List-Vehicle-Price-Prediction
Simple Multiple Regression problem to predict vehicle price based on various KPI's done as part of statistics coursework.
NASA-Missions-And-Astronauts-Visualizations
Data visualization project on NASA missions and astronaut data from Kaggle.
Product-Financial-Performance-Visualizations
Retail products financial performance metrics visualizations.
Product-Revenue-Analytics-Visualizations
Retail products revenue analytics visualizations.
Product-Sales-And-Promotions-Analysis
Linear mixed effect models to predict relationship between sales and promotions based on various KPI's.
Retail-Financial-Performance-Visualizations
Retails products financial performance visualization in Tableau.
Retail-Product-Analytics-Visualizations
Retails products analysis visualizations in Tableau.
Retail-Sales-Metrics-Visualizations
Retail product sales metrics visualizations in Tableau.
Simple-Python-Visualizations
Simple python visualizations as part of data visualization coursework.
Time-Series-Australia-Beer-Production
ML models to predict beer production in Australia based on various KPI's.