December 2018
Intermediate to advanced
318 pages
8h 28m
English
Content preview from Hands-On Machine Learning for Cybersecurity
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Stock market predictions
Stock market predictions are yet another use case for time series analysis. Investors can make an educated guess about stocks by analyzing data. Though non-mathematical components like the history of the company do play a art in stock market predictions, they largely depend on the historic stock market trends. We can do a trend analysis of the historic trade-in prices of different stocks and use predictive analytics to predict future prices. Such analytics need data points, that is, stock prices at each hour over a trading period. Quantitative analysts and trading algorithms make investment decisions using these data points by performing time series analysis.
The following diagram shows a time series using historic ...
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