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TORRENT DETAILS
Udemy - Innovative Trend Analysis (ITA) For Time Series Data
TORRENT SUMMARY
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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.
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FILE LIST
Filename
Size
~Get Your Files Here !/1. Introduction/1. Introduction.mp4
91.3 MB
~Get Your Files Here !/1. Introduction/1.3 Module 1.pptx
475.7 KB
~Get Your Files Here !/1. Introduction/2. Importance of Trend Analysis.mp4
18.6 MB
~Get Your Files Here !/1. Introduction/29HE.1943-5584.0000556.pdf
858.1 KB
~Get Your Files Here !/1. Introduction/3. Definition of Trend Analysis.mp4
16.7 MB
~Get Your Files Here !/1. Introduction/4. Relevance in Environmental Monitoring.mp4
12.1 MB
~Get Your Files Here !/1. Introduction/5. Types of Environmental Data.mp4
20.8 MB
~Get Your Files Here !/1. Introduction/6. Where to Obtain Data.mp4
38.1 MB
~Get Your Files Here !/1. Introduction/An Integrated Approach for Delineating and Characterizing.pdf
503.8 KB
~Get Your Files Here !/1. Introduction/Challenges of sustainable groundwater management for large scale.pdf
14.4 MB
~Get Your Files Here !/1. Introduction/Comparison of Classical Mann–Kendal Test and Graphical Innovative Trend Analysis.pdf
1.9 MB
~Get Your Files Here !/1. Introduction/Exploring driving forces of large‑scale unsustainable.pdf
4.6 MB
~Get Your Files Here !/1. Introduction/Groundwater Depletion Zonation.pdf
1.1 MB
~Get Your Files Here !/1. Introduction/Groundwater_depletion_susceptibility_zonation_using TOPSIS model.pdf
8.4 MB
~Get Your Files Here !/1. Introduction/Investigation of spatio‑temporal variability of meteorological drought.pdf
9.2 MB
~Get Your Files Here !/1. Introduction/Meteorological drought analysis using Standardized Precipitation.pdf
6.6 MB
~Get Your Files Here !/1. Introduction/Probability and variability analysis of rainfall characteristics of Dinhata in Koch Behar district of West Bengal.pdf
633.2 KB
~Get Your Files Here !/1. Introduction/Rainfall Insight in Bangladesh and India.pdf
3 MB
~Get Your Files Here !/1. Introduction/Spatio-Temporal Changes of Rainfall.pdf
1.2 MB
~Get Your Files Here !/1. Introduction/Spatio-temporal characterization of rainfall in Bangladesh an innovative trend and discrete wavelet transformation approaches.pdf
4.9 MB
~Get Your Files Here !/1. Introduction/trendchange.pdf
133.1 KB
~Get Your Files Here !/2. Data Preparation for Innovative Trend Analysis/1. Introduction.mp4
6.7 MB
~Get Your Files Here !/2. Data Preparation for Innovative Trend Analysis/1.1 Module 2.pptx
464.5 KB
~Get Your Files Here !/2. Data Preparation for Innovative Trend Analysis/2. Set working directory and read excel and CSV file in R.mp4
62.4 MB
~Get Your Files Here !/2. Data Preparation for Innovative Trend Analysis/2.1 Code 1 Read Excel and CSV file.txt
725 B
~Get Your Files Here !/2. Data Preparation for Innovative Trend Analysis/3. Calculating Annual and Seasonal rainfall from monthly rainfall data.mp4
116.2 MB
~Get Your Files Here !/2. Data Preparation for Innovative Trend Analysis/3.1 Code 2 Convert Monthly to Annual and Seasonal.txt
1.4 KB
~Get Your Files Here !/2. Data Preparation for Innovative Trend Analysis/4. Separate excel file columns into multiple column in R.mp4
27.1 MB
~Get Your Files Here !/2. Data Preparation for Innovative Trend Analysis/4.1 Code 7 Separated data.txt
879 B
~Get Your Files Here !/2. Data Preparation for Innovative Trend Analysis/5. Combined multiple excel files into one in R.mp4
49.7 MB
~Get Your Files Here !/2. Data Preparation for Innovative Trend Analysis/5.1 Code 6 Combined data.txt
1.3 KB
~Get Your Files Here !/2. Data Preparation for Innovative Trend Analysis/6. Calculating missing data using MICE techniques in R.mp4
59 MB
~Get Your Files Here !/2. Data Preparation for Innovative Trend Analysis/6.1 Code 3 Missing data Mice.txt
1.2 KB
~Get Your Files Here !/2. Data Preparation for Innovative Trend Analysis/7. Preparing BOXPLOT to detect outliers of dataset in R.mp4
60 MB
~Get Your Files Here !/2. Data Preparation for Innovative Trend Analysis/7.1 Code 8 Boxplot.txt
1.3 KB
~Get Your Files Here !/2. Data Preparation for Innovative Trend Analysis/8. Calculating the descriptive Statistics in R.mp4
67.2 MB
~Get Your Files Here !/3. Innovative Trend Analysis in R/1. Theoretical background of Innovative Trend modeling in R using Time Series data.mp4
91.4 MB
~Get Your Files Here !/3. Innovative Trend Analysis in R/1.1 Module 3.pptx
464.6 KB
~Get Your Files Here !/3. Innovative Trend Analysis in R/2. Calculation of ITA in R.mp4
74.8 MB
~Get Your Files Here !/3. Innovative Trend Analysis in R/2.1 Code 4 ITA.txt
961 B
~Get Your Files Here !/4. Preparation of Graphs in Excel/1. Visualization of Innovative Trends at 95% CL in Excel.mp4
356.5 MB
~Get Your Files Here !/4. Preparation of Graphs in Excel/1.1 ITA_Graph.xlsx
18.8 KB
~Get Your Files Here !/4. Preparation of Graphs in Excel/1.2 Module 4.pptx
722.9 KB
~Get Your Files Here !/5. Spatial Trend Analysis in ArcGIS/1. Preparation of data for IDW.mp4
72.3 MB
~Get Your Files Here !/5. Spatial Trend Analysis in ArcGIS/1.1 Module 5.pptx
457.5 KB
~Get Your Files Here !/5. Spatial Trend Analysis in ArcGIS/2. Transforming Excel Spreadsheet Data into Point Features in ArcGIS.mp4
74.6 MB
~Get Your Files Here !/5. Spatial Trend Analysis in ArcGIS/3. IDW for ITA slope in ArcGIS.mp4
80.5 MB
~Get Your Files Here !/5. Spatial Trend Analysis in ArcGIS/4. IDW for descriptive statistics in ArcGIS.mp4
56.7 MB
~Get Your Files Here !/6. Integration of Excel, R, and ArcGIS for Publication/1. Preparation of Tables.mp4
272.3 MB
~Get Your Files Here !/6. Integration of Excel, R, and ArcGIS for Publication/2. Preparation of Figures Part 1.mp4
147.8 MB
~Get Your Files Here !/6. Integration of Excel, R, and ArcGIS for Publication/2.1 Module 6.pptx
543.4 KB
~Get Your Files Here !/6. Integration of Excel, R, and ArcGIS for Publication/3. Preparation of Figures Part 2.mp4
207.3 MB
~Get Your Files Here !/6. Integration of Excel, R, and ArcGIS for Publication/4. Layout of Manuscript.mp4
