Richa Rambhia's repositories
Bike_Crash_Analysis
The project deals with determining and predicting the type of accident taking place in the city of Austin. The data would help in understanding what possible factors are leading to the accidents based on the severity of the incident that has occurred.
Crimes_Incarceration_Analysis
Crime and Incarceration in the United States contain data on crimes that are committed, and the prisoner counts in every 50 states, for which the data is analyzed using various analytical methods.
Fraud_Detection_Analysis
Online Payments Fraud Detection. The objective is to predict/detect the fraud transaction that happens through online payment transactions.
R-Programming-EDA-and-Hypothesis-Testing
Exploratory Data Analysis & Hypothesis Testing to analyze data with the help of inferential statistics.
Streamlit_app_with_SnowflakeConnection
This repository serves as a comprehensive guide for building Streamlit application that leverage Snowflake connections.
Student360
Student 360 deals with analyzing the student performance based on the various external factors to determine the student dropout rate and predict the CGPA of the students.
Applications_of_AI
Various Artificial Intelligence Applications such as Distributed AI, Vision AI, Robotic AI, and NLP are implemented.
Automated-News-Classification
Automated News Classification implementing data collection, data preparation, preprocessing, and model building.
Automation-Testing
Maven Project to test the flight booking website using Selenium to perform automation testing.
AWS_CloudArchitecture
AWS Architecture implementation for the medical company based on the customer requirements and using the various Amazon Services.
Benefit-Cost-Analysis
Benefit Cost Analysis of the Dam Construction Projects computed using Excel for analysis.
DataAnalysis_R
Analysis of Food and Agriculture Data of Africa using Crop Processing Dataset and Crop Production Dataset.
Hypothesis-Testing-in-R
Hypothesis Testing using R Statistical Software.
IITB-MOOC
MOOC Analysis.
IITB-Project
Software Tool to measure the effect of teacher presence in discussion forum of MOOCs on Peer Learning.
MotorVehicleCollisionCrashAnalysis
The project deals with predicting the number of persons killed based on the contributing factors such that necessary precautions and actions can be taken in order to avoid the accidents and reduce the death rates and injuries of the person in the New York city.
Predictive_Analytics
Implementation of multiple projects related to Predictive Analytics.
Python-Machine-Learning-Models
Diabetes Prediction using the various Machine Learning Models.
Python-Project-on-SPI-Data
SPI Data Analysis in Python implementing descriptive analysis, exploratory data analysis, data visualization, and predictive analysis.
R-Programming-Basics
The basic functions and methods in R are practiced using the various datasets.
Regression-Model-in-R
Regression Model Analysis using R Statistical Software.
Regression-Predictive-Modeling-and-Analysis-of-Bitcoin-Hashrate
The primary objective of this study is to develop a dependable and precise prediction model to forecast alterations in Bitcoin's hash rate.
ResumeClassification_Parser
Analyze the resume data to gauge and classify the categories of the resumes of candidates using Python and ML models.
SharkTankIndia_InsightsDashboard
The project involved the development of a comprehensive data analytics tool for Shark Tank India using PowerBI for visualization and Alteryx for ETL & data preprocessing.
Student_Risk_Analysis
Student Risk Analysis, a version of Student 360. (Basic UI developed using Streamlit to predict the eligibility of students within the course with the help of ML models.)
Time-Series-Analysis-and-Forecasting
Forecasting Financial Time Series of Historical Stock Prices Data.
Web-Development-Project
Online Book Buying System using Web Development.