Goutham Kumar 's repositories
Time-Series-Analysis
code and data for the time series analysis vids on my YouTube channel
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ThinkStats2
Text and supporting code for Think Stats, 2nd Edition
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Time-Series-Forecasting-of-Amazon-Stock-Prices-using-Neural-Networks-LSTM-and-GAN-
Project analyzes Amazon Stock data using Python. Feature Extraction is performed and ARIMA and Fourier series models are made. LSTM is used with multiple features to predict stock prices and then sentimental analysis is performed using news and reddit sentiments. GANs are used to predict stock data too where Amazon data is taken from an API as Generator and CNNs are used as discriminator.
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