Data Science and Machine Learning (Theory and Projects) A to Z - Project II_ Stock Price Prediction: Dataset

Data Science and Machine Learning (Theory and Projects) A to Z - Project II_ Stock Price Prediction: Dataset

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Interactive Video

Information Technology (IT), Architecture, Business, Social Studies

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Hard

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The video tutorial covers stock price prediction using historical data. It begins with an introduction to key stock attributes and the importance of predicting prices. The instructor explores US market data, specifically focusing on HPQ US stock data from Kaggle. The tutorial then moves to data preparation, including importing necessary Python packages like pandas and matplotlib. The instructor demonstrates reading CSV files, setting delimiters, and selecting relevant columns. The data is sorted by date, and stock trends are visualized using matplotlib. The video concludes with an analysis of historical stock price trends, highlighting the complexity of predicting future prices due to varying patterns.

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OPEN ENDED QUESTION

3 mins • 1 pt

What new insight or understanding did you gain from this video?

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