Deep Learning for Time Series Forecasting - Predict the Future with MLPs， CNNs and LSTMs in Python（Jason Brownlee）（Machine Learning Mastery 2018）

  • 书名：Deep Learning for Time Series Forecasting – Predict the Future with MLPs, CNNs and LSTMs in Python
  • 出版社：Machine Learning Mastery
  • 作者：Jason Brownlee
  • 出版年份：2018
  • 电子书格式： pdf
  • 简介：Master time series forecasting with deep learning! This practical guide by Jason Brownlee teaches you to build accurate predictive models using MLPs, CNNs, and LSTMs in Python. Learn essential techniques, from data preprocessing and model selection to evaluation and deployment. Ideal for data scientists, machine learning engineers, and anyone seeking to improve their forecasting skills. Gain a competitive edge with this hands-on approach to deep learning for time series analysis. Unlock the power of neural networks for predicting future trends and patterns.
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