A data science blog documenting learning, projects, concepts, and how-tos of this incredible field.
TensorFlow is an open-source machine learning library with a specific focus on deep learning and neural network. There are endless uses of TensorFlow, but let’s see how we can use it for SPAM detection by utilizing its natural language processing capabilities.
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Sentiments derive stock markets. Which markets will go UP or which security will go DOWN is highly correlated to investors’ overall sentiments.
Investors sentiments are fueled by:
A Market Basket Analysis (MBA) is an industry-standard in retails to study consumer’s purchasing habits. It helps the retail industry to identify what items are bought together frequently. The whole mechanism is to mine the combinations or associations of items using any retail store’s transaction database.
Ever wondered why there is always chocolate syrup next to icecream stalls in a supermarket? or why you will always find spice rubs next to the meat section selling steaks? These are not coincidences; it is a very well thought out strategy based on Market Basket Analysis.
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