EPISODE · Jul 13, 2018 · 51 MIN
Financial Forecasting using Tensorflow.js (LIVE)
from Siraj Raval
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 Please Subscribe! And like. And comment. That's what keeps me going. Want more education? Connect with me here: Twitter: https://twitter.com/sirajraval Facebook: https://www.facebook.com/sirajology instagram: https://www.instagram.com/sirajraval This video is apart of my Machine Learning Journey course: https://github.com/llSourcell/Machine_Learning_Journey More learning resources: https://www.youtube.com/watch?v=V8DYi2G7nzg https://www.analyticsvidhya.com/blog/2016/02/time-series-forecasting-codes-python/ 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 https://www.youtube.com/watch?v=JuLCL3wCEAk Join us in the Wizards Slack channel: http://wizards.herokuapp.com/ Sign up for the next course at The School of AI: https://www.theschool.ai And please support me on Patreon: https://www.patreon.com/user?u=3191693
What this episode covers
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 Please Subscribe! And like. And comment. That's what keeps me going. Want more education? Connect with me here: Twitter: https://twitter.com/sirajraval Facebook: https://www.facebook.com/sirajology instagram: https://www.instagram.com/sirajraval This video is apart of my Machine Learning Journey course: https://github.com/llSourcell/Machine_Learning_Journey More learning resources: https://www.youtube.com/watch?v=V8DYi2G7nzg https://www.analyticsvidhya.com/blog/2016/02/time-series-forecasting-codes-python/ 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 https://www.youtube.com/watch?v=JuLCL3wCEAk Join us in the Wizards Slack channel: http://wizards.herokuapp.com/ Sign up for the next course at The School of AI: https://www.theschool.ai And please support me on Patreon: https://www.patreon.com/user?u=3191693
NOW PLAYING
Financial Forecasting using Tensorflow.js (LIVE)
No transcript for this episode yet