sachinshastri23's repositories
CreditScore
Developing a Probability of Default model for classification of defaults/ no defaults, for credit risk
Hypothesis-Testing
Hypothesis or A/B testing with Frequentist approach and Bayesian approach.
Algo-trading-Machine-Learning
Applying ML tools for Algorithm based stock trading
sachinshastri23
Config files for my GitHub profile.
Value-At-Risk
Calculate VaR of Tesla Equity share with Historical, Variance-Covariance and MonteCarlo simulations methods
Stock-prices-prediction-using-LSTM
Predict stock prices using ridge regression & LSTM Time series modelling
Capital-Asset-Pricing-Model-of-S-P500-stocks
CAPM using python.
Finance-portfolio-and-investment-
Applying python and ML tools for making investment decisions and portfolio optimization
Python-Algorithmic-Trading-Cookbook
Python Algorithmic Trading Cookbook, published by Packt
IPL
Exploratory Data Analysis of IPL dataset
Decision-Tree-Classifier
The purpose is if we feed any new data to this classifier, it would be able to predict the right class accordingly.
Supervised-Learning
Using a sample data of study hours and corresponding percentage scores, we create a supervised ML model to predict scores for a given input study hours.
KMeans
Optimization of categories in an unsupervised ML model
Bike-Rental-Forecast
End-to-end project on Bike rental forecast