11:4800 Geostatistics Course: R Basics
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52:4900 Machine Learning: Introduction
A 53-minute video from GeostatsGuy Lectures: “00 Machine Learning: Introduction”.
48:1500 Spatial Data Analytics: Introduction
A 48-minute video from GeostatsGuy Lectures: “00 Spatial Data Analytics: Introduction”.
42:3301 Data Analytics: Statistics
A 43-minute video from GeostatsGuy Lectures: “01 Data Analytics: Statistics”.
15:1001 Data Science Interactive: Marginal, Joint, Conditional
A 15-minute video from GeostatsGuy Lectures: “01 Data Science Interactive: Marginal, Joint, Conditional”.
9:3801 Machine Learning: Spatial, Subsurface
A 10-minute video from GeostatsGuy Lectures: “01 Machine Learning: Spatial, Subsurface”.
14:0201 Spatial Data Analytics: Subsurface Modeling
A 14-minute video from GeostatsGuy Lectures: “01 Spatial Data Analytics: Subsurface Modeling”.
28:3301b Spatial Data Analytics: Subsurface Data
A 29-minute video from GeostatsGuy Lectures: “01b Spatial Data Analytics: Subsurface Data”.
9:5701c Spatial Data Analytics: Modeling Goals
A 10-minute video from GeostatsGuy Lectures: “01c Spatial Data Analytics: Modeling Goals”.
23:0301d Spatial Data Analytics: Modeling Strategies
A 23-minute video from GeostatsGuy Lectures: “01d Spatial Data Analytics: Modeling Strategies”.
19:1002 Data Science Interactive: Bayesian Updating
A 19-minute video from GeostatsGuy Lectures: “02 Data Science Interactive: Bayesian Updating”.
7:3202 Machine Learning: Probability & Statistics
A 8-minute video from GeostatsGuy Lectures: “02 Machine Learning: Probability & Statistics”.
40:4902 Spatial Data Analytics: Workflows
A 41-minute video from GeostatsGuy Lectures: “02 Spatial Data Analytics: Workflows”.
50:0502a Data Analytics: Probability
A 50-minute video from GeostatsGuy Lectures: “02a Data Analytics: Probability”.
24:1002b Data Analytics: Bayesian Probability
A 24-minute video from GeostatsGuy Lectures: “02b Data Analytics: Bayesian Probability”.
34:3102b Spatial Data Analytics: Tabular Data in Python
A 35-minute video from GeostatsGuy Lectures: “02b Spatial Data Analytics: Tabular Data in Python”.
15:2502c Data Analytics: Marginal, Conditional & Joint Probability
A 15-minute video from GeostatsGuy Lectures: “02c Data Analytics: Marginal, Conditional & Joint Probability”.
43:5402c Spatial Data Analytics: Gridded Data in Python
A 44-minute video from GeostatsGuy Lectures: “02c Spatial Data Analytics: Gridded Data in Python”.
11:1302d Spatial Data Analytics: Example Project Update
A 11-minute video from GeostatsGuy Lectures: “02d Spatial Data Analytics: Example Project Update”.
52:2803 Data Analytics: Univariate Distributions
A 52-minute video from GeostatsGuy Lectures: “03 Data Analytics: Univariate Distributions”.
14:3903 Data Science Interactive: Bayesian Coin Example
A 15-minute video from GeostatsGuy Lectures: “03 Data Science Interactive: Bayesian Coin Example”.
6:0203 Machine Learning: Workflow Construction and Coding
A 6-minute video from GeostatsGuy Lectures: “03 Machine Learning: Workflow Construction and Coding”.
28:0303 Spatial Data Analytics: Frequentist Probability
A 28-minute video from GeostatsGuy Lectures: “03 Spatial Data Analytics: Frequentist Probability”.
18:1503b Spatial Data Analytics: Bayesian Probability
A 18-minute video from GeostatsGuy Lectures: “03b Spatial Data Analytics: Bayesian Probability”.
35:2404 Data Analytics: Univariate Statistics
A 35-minute video from GeostatsGuy Lectures: “04 Data Analytics: Univariate Statistics”.
12:4904 Data Science Interactive: Norms for Machine Learning
A 13-minute video from GeostatsGuy Lectures: “04 Data Science Interactive: Norms for Machine Learning”.
16:3904 Machine Learning: Data Preparation
A 17-minute video from GeostatsGuy Lectures: “04 Machine Learning: Data Preparation”.
40:2104 Spatial Data Analytics: Univariate Distributions
A 40-minute video from GeostatsGuy Lectures: “04 Spatial Data Analytics: Univariate Distributions”.
21:5204b Data Analytics Reboot: Statistical Expectation
A 22-minute video from GeostatsGuy Lectures: “04b Data Analytics Reboot: Statistical Expectation”.
17:1204b Data Analytics: Statistical Expectation
A 17-minute video from GeostatsGuy Lectures: “04b Data Analytics: Statistical Expectation”.
22:3504b Spatial Data Analytics: Distributions in Python
A 23-minute video from GeostatsGuy Lectures: “04b Spatial Data Analytics: Distributions in Python”.
9:4204c Subsurface Modeling Course: Spatial Data Plotting
A 10-minute video from GeostatsGuy Lectures: “04c Subsurface Modeling Course: Spatial Data Plotting”.
16:4304d Subsurface Modeling Course: Ploting Spatial Data in Python Walkthrough
A 17-minute video from GeostatsGuy Lectures: “04d Subsurface Modeling Course: Ploting Spatial Data in Python Walkthrough”.
50:3505 Data Analytics: Parametric Distributions
A 51-minute video from GeostatsGuy Lectures: “05 Data Analytics: Parametric Distributions”.
19:3805 Data Science Basics: Interactive Images
A 20-minute video from GeostatsGuy Lectures: “05 Data Science Basics: Interactive Images”.
17:0705 Data Science Interactive: Distribution Transformation for Machine Learning Feature Engineering
A 17-minute video from GeostatsGuy Lectures: “05 Data Science Interactive: Distribution Transformation for Machine Learning Feature Engineering”.