Udemy - Innovative Trend Analysis (ITA) for Time Series Data torrent

Innovative Trend Analysis (ITA) for Time Series Data

https://FreeCourseWeb.com

Published 3/2024
Created by Dr. Jayanta Das
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English | Duration: 25 Lectures ( 2h 52m ) | Size: 2.2 GB

Using Excel, R, and ArcGIS

What you'll learn:
Understand the core concepts of trend analysis and its pivotal role in environmental monitoring to make data-driven decisions for sustainable development.
Gain proficiency in using Excel, R, and ArcGIS as your primary tools for dissecting complex time series data.
Learn to clean, organize, and transform environmental data, handle missing values and outliers, and ensure data quality for accurate trend analysis.
Develop skills in innovative trend modeling with R, learn to calculate and interpret the slope of trend analysis, and unveil hidden patterns in timeseries data.
Become adept at visualizing trends, creating significant level plots, and identifying concealed trends within your data through sophisticated Excel techniques.
Explore the integration of spatial statistics into environmental trend analysis and master spatial interpolation methods to visualize trends in geographic data.
Learn to integrate analysis results and visuals from Excel, R, and ArcGIS to prepare tables, figures, and comprehensive interpretations ready for publication.

Requirements:
No programming or statistical Knowledge needed.
You will learn everything you need to know.