The problem PyPred solves

#Stock price prediction for next day based on previous data using Linear regression and depiction using Matplotlib
#Introducing investment strategies for beginners who are not familiar with stock trading.
#Helping amateurs in stock market using indicators like Relative Strength Index(RSI), Exponential Moving Average(EMA) and Candlestick Model based on real time data.

Challenges we ran into

#Encountered bugs during ML model training and development.
#Faced difficulty in fetching Real-Time stock data and plotting which was later resolved using yfin and matplotlib respectively.
#Conflicting versions of dependencies during hosting with streamlit