Predict the Stock prizes based on the data given.
What is Stock market?
Simply a place where stocks are exchanged!
This Project has been divided into 4 chapters:
- Arbitrage Opportunities
- Stock analysis and technical analysis (of 1 company)
- Improve the prediction using sector analysis
- Fundametal analysis using data over the internet
NOTE: Its best for us to complete the project by doing the task of each chapter sequentially
What is an arbitrage opportunities? When the highest seller and lowest bidder has a price difference and when a third person comes in buy it from the seller and sells it to bidder and the profit that particular person makes in this traction.
suppose David is selling a stock at Rs.10 and Rahul makes an offer of Rs.12 and Ankur comes in buys it from David and sells it to Rahul. The 2 Rupees profit he makes during the transcition is an Arbitrage opportunity.
Our Task is to find this particular situation, using the data we have been provided and see how much profit one can make.
The code of this nothing more than the if-else statement.
In this part of this project we will use charts such as candlestick pattern to make the analysis of the project! (To be given a detailed update, when this part starts)
Our model will make a analysis based on whats going on the whole sector, Like whats generally going on the whole IT industries. Even using NIFTY and SENSEX data
Most of the times the stock prices depends upon what's going on the news and economy of the country or the infilation of the country. Probaly there are many external factors.
This Part is where use Natural Language Processing or Deep learning models so that it can get the data from the internet and give the prediction of that particular stock.
Stock market link https://zerodha.com/varsity/