Udemy - Time Series Analysis and Forecasting with Python torrent

Time Series Analysis and Forecasting with Python



MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz
Language: English | Size: 3.99 GB | Duration: 10h 17m
What you'll learn
Basic Packages, NumPy, Pandas & Matplotlib
Time Series with Pandas (Creating Date Time index, Resampling, ...)
Analyzing Time Series Data Using Statsmodels Package
The Concept of ARIMA and SARIMAX method and How to Forecast into the Future Using Them
The Concept of Deep Learning from A-Z
Forecast into the Future Using LSTM Model for Single Variant
Forecast into the Future Using LSTM Model for Multi Variant
Requirements
General and Basic Python Skills
Description
"Time Series Analysis and Forecasting with Python" Course is an ultimate source for learning the concepts of Time Series and forecast into the future.

In this course, the most famous methods such as statistical methods (ARIMA and SARIMAX) and Deep Learning Method (LSTM) are explained in detail. Furthermore, several Real World projects are developed in a Python environment and have been explained line by line!

If you are a researcher, a student, a programmer, or a data science enthusiast that is seeking a course that shows you all about time series and prediction from A-Z, you are in a right place. Just check out what you will learn in this course below:

Basic libraries (NumPy, Pandas, Matplotlib)