Financial Forecasting using Tensorflow.js (LIVE)

Can we use convolutional neural networks for time series analysis? It seems like a strange use case of convolutional networks, since they are generally used for image related tasks. But in recent months, more and more papers have started using convolutional networks for sequence classification. And since stock prices are a sequence, we can use them to make predictions. In this video, i’ll use the popular tensorflow.js library to test out a prediction model for Apple stock. I’ll also talk about how recurrent networks work as background. This is my first proper live stream in a year. Get hype!

Code for this video:
https://github.com/llSourcell/Financial_Forecasting_with_TensorflowJS

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This video is apart of my Machine Learning Journey course:
https://github.com/llSourcell/Machine_Learning_Journey

More learning resources:

A comprehensive beginner’s guide to create a Time Series Forecast (with Codes in Python and R)


https://medium.com/mlreview/a-simple-deep-learning-model-for-stock-price-prediction-using-tensorflow-30505541d877
https://medium.com/@TalPerry/deep-learning-the-stock-market-df853d139e02

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