  National Association of Securities Dealers Automated Quotations(NASDAQ) is an
American stock exchange based. It is one of the most valuable stock economic
indices in the world and is located in New York City \cite{pagano2008quality}.
The volatility of the stock market and the influence of economic indicators
such as crude oil, gold, and the dollar in the stock market, and NASDAQ shares
are also affected and have a volatile and chaotic nature
\cite{firouzjaee2022lstm}.In this article, we have examined the effect of oil,
dollar, gold, and the volatility of the stock market in the economic market,
and then we have also examined the effect of these indicators on NASDAQ stocks.
Then we started to analyze the impact of the feedback on the past prices of
NASDAQ stocks and its impact on the current price. Using PCA and Linear
Regression algorithm, we have designed an optimal dynamic learning experience
for modeling these stocks. The results obtained from the quantitative analysis
are consistent with the results of the qualitative analysis of economic
studies, and the modeling done with the optimal dynamic experience of machine
learning justifies the current price of NASDAQ shares.
