YouTube

[kiccho1101]

Useful Youtube videos.

[kiccho1101]

• [x] Deep Learning入門：Attention（注意）
• [x] Time Series Analysis in Python | Time Series Forecasting | Data Science with Python | Edureka

• [x] Jeffrey Yau: Applied Time Series Econometrics in Python and R | PyData San Francisco 2016
• [x] Jeffrey Yau: Time Series Forecasting Using Recurrent Neural Network and Vector Autoregressive Model: When and How

• [x] Aileen Nielsen - Modern Time Series Analysis
  • This is the best first video to learn the time series analysis.
  • Stats model (ARIMA)
  • Machine learning model (XGBoost, LightGBM)
  • Neural Network model (RNN, LSTM, LSTNet)

• [ ] Mike Mull | Forecasting with the Kalman Filter
• [ ] Nathaniel Cook - Forecasting Time Series Data at scale with the TICK stack

• [x] Uber: Two Effective Algorithms for Time Series Forecasting