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Using Granger Causality to Determine Whether Twitter Sentiment Predicts Bitcoin Price Movement

In this article, we are again going to combine my current favorite subjects: natural language processing, time series analysis, and financial...

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Mistakes in Stock Prediction: Trying to Predict the Price

Hello friends! Curious about how to properly predict stock prices?   I've now released the third video in this YouTube mini-series. For...

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Why you shouldn’t use prices as inputs to predict stock prices in machine learning (YouTube Episode 20)

Ever come across a machine learning / data science blog demonstrating how to predict stock prices using an autoregressive model, with past stock...

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Convert a Time Series Into an Image with Gramian Angular Fields and Markov Transition Fields

In my latest course (Time Series Analysis), I made subtle hints in the section on Convolutional Neural Networks that instead of using 1-D...

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Predicting Stock Prices with Facebook Prophet

Prophet is Facebook's library for time series forecasting. It is mainly geared towards business datasets (e.g. predicting adspend or CPU usage), but...

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NEW COURSE: Time Series Analysis, Forecasting, and Machine Learning in Python

Time Series Analysis, Forecasting, and Machine Learning in Python VIP Promotion The complete Time Series Analysis course has arrived Hello...

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Data Science Interview Questions: Random Walk Hypothesis and Stock Price Prediction

Welcome to another episode of Data Science Interview Questions! In this episode, I discuss the Random Walk Hypothesis and Stock Price...