GeostatsGuy Lectures

1a Data Analytics: Data Analytics Concepts

1b Data Analytics: Spatial Sampling

1c Data Analytics: Subsurface Data Types

2a Data Analytics: Probability

2b Data Analytics: Frequentist Probability

2c Data Analytics: Bayesian Probability

2d Data Analytics: Joint, Marginal, Conditional Probability

2e Data Analytics: Bayesian Coin Demo

03 Data Analytics: Univariate Distributions

04 Data Analytics: Univariate Statistics

04b Data Analytics Reboot: Statistical Expectation

05 Data Analytics: Parametric Distributions

07b Machine Learning: Clustering Limitations

Getting Started with Python in Jupyter Notebooks

Data Science Basics: Tabular Data

07c Machine Learning: Density based Clustering

Data Science Basics: Pipelines

12b Geostatistics Course: Kriging

10c Machine Learning: Polynomial Regression

16 Data Analytics: Cosimulation

02 Data Science Interactive: Bayesian Updating

s01 Installing R Kernel Jupyter Notebook

DIRECT 2021 02 Dynamic Time Warping

08 Data Science Interactive: Central Limit Theorem

09 Machine Learning: Norms

DIRECT 2021 04 Spatial Data Analytics

Data Science Basics: Bivariate Data Visualization

20 Spatial Data Analytics: Sources of Uncertainty

05 Data Science Basics: Interactive Images

02b Spatial Data Analytics: Tabular Data in Python

DIRECT 2021 06 Machine Learning Spatial Bias Mitigation

04b Spatial Data Analytics: Distributions in Python

07e Python Data Analytics: Hypothesis Testing Interactive

Data Science Basics: Univariate Statistics

07b Data Analytics: Hypothesis Testing

00 Spatial Data Analytics: Introduction

10b Machine Learning: LASSO Regression