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Devheat2022_Ragnarok

Theme: The FineTech

YouTube link

https://

Photos

image

💎Problems Solved

1. Help new Investors and traders to learn where to invest by Virtual trading.
2. Help Investors to analysis of the stocks 

Photos

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🔷Feature of this Website

1. User can analyse diffrent stocks and crypto coins and their prices with help of Graphs. 
   So They can select best ones for Profit.

2. User can do virtual trading with real crypto coins. 

3. They can analysis the profit and loss of their coins. It will help them to boost confidence when 
   they will invest their real money.

4. User will have 100 USD in their account when they sign up. They can invest in different crypto coins. 
   They have graphs for analysis of all crypto coins.

🔷Photos

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🛠Tech we used:

1. Machine Learning

2. React

3. Python

4. Firebase

5. Dash

🔷How is it possible to Predict?

1. Using LSTM Model for ML Model Creation

2. LSTM works by taking into consideration the workings of the neural cells in our brain.
    
    Just like those LSTM Model works by integrating a set of internal cells to perform the desired operation

3. By taking a set of actual values into consideration while predicting the next data upon them,
    
    and excluding the previous record helps in making the model both fast and efficient.

🏆Future Scope

  1. Upon considering various other features of the trained set, Like production efficiency, investments by the firm and many more we can get better predicted stock prices.
  2. The above method not only increases the model accuracy and precision (AUC - ROC) but also helps in getting the predicatable data for longer set of future intervals
  3. Adding a chatbot for user's queries.

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