Watch Neuralprophet Python Video Tutorials & Courses

In this module, we explore Prophet and its extension NeuralProphet — powerful forecasting tools designed to tackle real-world business time series challenges. Developed by Facebook, Prophet is known for its ease of use, interpretability, and flexibility in modeling complex components like holidays, multiple seasonalities, and growth constraints. We then expand the scope by introducing NeuralProphet, which builds on Prophet by adding autoregressive modeling and a neural network component to capture short-term dependencies and richer dynamics. we do this module in 5 parts: 1- Facebook Prophet (Theory), 2- Prophet python basics 3- Prophet python advanced 4- NeuralProphet (Theory) (this video) 5- NeuralProphet (Python) Lecture timestamps: 0:00 Facebook Prophet recap (strengths and limitations) 16:23 What is NeuralProphet? intuition and model components 24:11 Neuralprophet - Trend 27:57 Neuralprophet - Seasonality 30:49 Neuralprophet - AutoRegressive 35:47 Neuralprophet - Lagged Regressors 37:23 Neuralprophet - Future regressors and Events 41:54 Preprocessing, training and postprocessing 49:58 Multi-step forecasting (prophet vs neuralprophet) 54:43 prophet vs neuralprophet performance (synthetic data) 1:07:12 prophet vs neuralprophet performance (real-world data) 1:18:05 Takeaway Relevant playlists: Deep Forecasting Concepts, simply explained: https://www.youtube.com/playlist?list=PL2GWo47BFyUPW_lptTNwpKNrpEQvUZerR Machine Learning Codes and Concepts: https://youtube.com/playlist?list=PL2GWo47BFyUNeLIH127rVovSqKFm1rk07&si=lCPyHenEQYBCJzQ_ Deep Learning Concepts, simply explained: https://www.youtube.com/playlist?list=PL2GWo47BFyUO6Fiy2mJCxR8sUrBEfT6BM Instructor: Pedram Jahangiry All of the slides and notebooks used in this series are available on my GitHub page, so you can follow along and experiment with the code on your own. https://github.com/PJalgotrader Key Highlights & Overview: Learning <strong>Neuralprophet Python</strong> is essential for modern technical workflows and software skills. Follow along with top-rated video tutorials from industry experts today on <strong>TutorTube</strong>.