Time Series Forecasting with Machine Learning

INVESTING [1] Webull (You can get 3 free stocks setting up a webull account today): https://a.webull.com/8XVa1znjYxio6ESdff TIMESTAMPS 0:00 Introduction 1:51 Defining Problem 2:50 Understanding the Data 3:18 Analyzing Data (Trend, Seasonality) 4:40 Traditional Timeseries Forecasting (ARIMA, Prophet) 6:01 Univariate & Multivariate Time series 8:15 Time series with Machine Learning 9:02 Types of Time series models 11:05 Machine Learning Vs. Traditional Time Series REFERENCES [1] Math behind Facebook prophet: https://medium.com/future-vision/the-math-of-prophet-46864fa9c55a [2] Traditional time series analysis step by step: https://www.kaggle.com/freespirit08/time-series-for-beginners-with-arima [2] Dealing with time series data: https://online.stat.psu.edu/stat510/lesson/1 [3] Catboost is slick : https://catboost.ai/docs/concepts/tutorials.html