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Introduction to eco-phylogenetics and comparative analyses using R (ECPH01R)

Recorded

@ET-DC@eyJkeW5hbWljIjp0cnVlLCJjb250ZW50IjoicG9zdF90aXRsZSIsInNldHRpbmdzIjp7ImJlZm9yZSI6IiIsImFmdGVyIjoiIn19@Course Format Pre Recorded In this five day course, we provide an introduction to eco-phylogenetics and comparative analyses using R. We begin by providing an  overview on the use of phylogenies as a tool for evolutionary biologists and modern techniques to deal with large phylogenies and to incorporate phylogenetic uncertainty in the analyses (day 1). We then […]

Get Tickets £400.00

Geostatistics – Handling Spatial and Spatial-temporal data Using R (GSFE01R)

Recorded

@ET-DC@eyJkeW5hbWljIjp0cnVlLCJjb250ZW50IjoicG9zdF90aXRsZSIsInNldHRpbmdzIjp7ImJlZm9yZSI6IiIsImFmdGVyIjoiIn19@Event Date Monday, November 18th, 2019Course Format Pre RecordedThis 5-day course will cover the concepts, methods, and R tools that can be used to analyse spatial and spatiotemporal data through Geostatistic. The course will review data processing techniques relevant to spatial and spatiotemporal data sets. Following, we will cover spatial interpolation methods such as inverse […]

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Introduction To R For Ecologists And Evolutionary Biologists (IRFB03R)

Recorded

@ET-DC@eyJkeW5hbWljIjp0cnVlLCJjb250ZW50IjoicG9zdF90aXRsZSIsInNldHRpbmdzIjp7ImJlZm9yZSI6IiIsImFmdGVyIjoiIn19@Event Date Wednesday, May 20th, 2020Course Format Pre RecordedThe 2 day course will consist of a series of modules designed to build required R skills and statistical understanding to develop yourself or move on to more advanced courses. At its conclusion, participants will have acquired basic skills in coding with R, and will be able […]

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Reproducible Data Science Using RMarkdown, Git, R Packages, Docker, Make & Drake And Other Tools (RDRP01R)

Recorded

@ET-DC@eyJkeW5hbWljIjp0cnVlLCJjb250ZW50IjoicG9zdF90aXRsZSIsInNldHRpbmdzIjp7ImJlZm9yZSI6IiIsImFmdGVyIjoiIn19@Course Format Pre RecordedThis course provides a comprehensive introduction to doing reproducible data analysis, which we define as analysis where the entire workflow or pipeline is as open and transparent as possible, making it possible for others, including our future selves, to be able to exactly reproduce any of its results. We cover this topic […]

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Introduction / Fundamentals Of Bayesian Data Analysis Statistics Using R (FBDA01R)

Recorded

@ET-DC@eyJkeW5hbWljIjp0cnVlLCJjb250ZW50IjoicG9zdF90aXRsZSIsInNldHRpbmdzIjp7ImJlZm9yZSI6IiIsImFmdGVyIjoiIn19@Event Date Thursday, May 19th, 2021Course Format Pre RecordedBayesian methods are now increasingly widely in data analysis across most scientific research fields. Given that Bayesian methods differ conceptually and theoretically from their classical statistical counterparts that are traditionally taught in statistics courses, many researchers do not have opportunities to learn the fundamentals of Bayesian methods, […]

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Introduction to structured population models and demographic distribution models (IIPM01R)

Recorded

@ET-DC@eyJkeW5hbWljIjp0cnVlLCJjb250ZW50IjoicG9zdF90aXRsZSIsInNldHRpbmdzIjp7ImJlZm9yZSI6IiIsImFmdGVyIjoiIn19@Event Date Monday, November 18th, 2019Course Format Pre RecordedStructured population models have become a central tool to explore evolutionary and ecological processes, such as selection gradients or responses to climate change, based on field demographic data. With recent advances in theoretical ecology and computing power, these models have further evolved. Over the last decade, Integral […]

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Population genetics inference with ‘Migrate’ (PGMG01R)

Recorded

@ET-DC@eyJkeW5hbWljIjp0cnVlLCJjb250ZW50IjoicG9zdF90aXRsZSIsInNldHRpbmdzIjp7ImJlZm9yZSI6IiIsImFmdGVyIjoiIn19@Event Date Monday, March 16th, 2020Course Format Pre RecordedThis 5-day course will cover population genetics data analysis using the software Migrate. Students will learn to operate the software to infer gene flow and population divergence model using sequence data and microsatellite marker data and compare and choose among different population genetics models. The course has […]

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Introduction to Python and Programming in Python (PYIN03R)

Recorded

@ET-DC@eyJkeW5hbWljIjp0cnVlLCJjb250ZW50IjoicG9zdF90aXRsZSIsInNldHRpbmdzIjp7ImJlZm9yZSI6IiIsImFmdGVyIjoiIn19@Pre Recorded Python is one of the most widely used and highly valued programming languages in the world, and is especially widely used in data science, machine learning, and in other scientific computing applications. In order to use Python confidently and competently for these applications, it is necessary to have a solid foundation in the […]

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Introduction To Mixed Models Using R And Rstudio (IMMR05R)

Recorded

@ET-DC@eyJkeW5hbWljIjp0cnVlLCJjb250ZW50IjoicG9zdF90aXRsZSIsInNldHRpbmdzIjp7ImJlZm9yZSI6IiIsImFmdGVyIjoiIn19@Course Format Pre RecordedIn this two day course, we provide a comprehensive practical and theoretical introduction to multilevel models, also known as hierarchical or mixed effects models. We will focus primarily on multilevel linear models, but also cover multilevel generalized linear models. Likewise, we will also describe Bayesian approaches to multilevel modelling. On Day 1, […]

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Nonlinear Regression Using Generalized Additive Models (GAMR01R)

Recorded

@ET-DC@eyJkeW5hbWljIjp0cnVlLCJjb250ZW50IjoicG9zdF90aXRsZSIsInNldHRpbmdzIjp7ImJlZm9yZSI6IiIsImFmdGVyIjoiIn19@Course Format Pre RecordedThis course will cover introductory hierarchical modelling for real-world data sets from a Bayesian perspective. These methods lie at the forefront of statistics research and are a vital tool in the scientist’s toolbox. The course focuses on introducing concepts and demonstrating good practice in hierarchical models. All methods are demonstrated with data […]

Get Tickets £220.00

Introduction To Statistics Using R And Rstudio (IRRS03R)

Recorded

@ET-DC@eyJkeW5hbWljIjp0cnVlLCJjb250ZW50IjoicG9zdF90aXRsZSIsInNldHRpbmdzIjp7ImJlZm9yZSI6IiIsImFmdGVyIjoiIn19@Course Format Pre RecordedIn this two day course, we provide a comprehensive introduction to R and how it can be used for data science and statistics. We begin by providing a thorough introduction to RStudio, which is the most popular and powerful interfaces for using R. We then introduce all the fundamentals of the R […]

Data visualization using GG plot 2 (R and Rstudio) (DVGG02R)

Recorded

@ET-DC@eyJkeW5hbWljIjp0cnVlLCJjb250ZW50IjoicG9zdF90aXRsZSIsInNldHRpbmdzIjp7ImJlZm9yZSI6IiIsImFmdGVyIjoiIn19@Course Format Pre RecordedIn this two day course, we provide a comprehensive introduction to data visualization in R using ggplot. On the first day, we begin by providing a brief overview of the general principles data visualization, and an overview of the general principles behind ggplot. We then proceed to cover the major types of […]

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Data Wrangling Using R And Rstudio (DWRS02R)

Recorded

@ET-DC@eyJkeW5hbWljIjp0cnVlLCJjb250ZW50IjoicG9zdF90aXRsZSIsInNldHRpbmdzIjp7ImJlZm9yZSI6IiIsImFmdGVyIjoiIn19@Event Date Thursday, May 26th, 2021Course Format Pre ReocrdedIn this two day course, we provide a comprehensive practical introduction to data wrangling using R. In particular, we focus on tools provided by R’s tidyverse, including dplyr, tidyr, purrr, etc. Data wrangling is the art of taking raw and messy data and formating and cleaning it […]

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Bayesian Approaches To Regression And Mixed Effects Models Using R And brms (BARM01R)

Recorded

@ET-DC@eyJkeW5hbWljIjp0cnVlLCJjb250ZW50IjoicG9zdF90aXRsZSIsInNldHRpbmdzIjp7ImJlZm9yZSI6IiIsImFmdGVyIjoiIn19@Event Date Thursday, May 26th, 2021Course Format Pre RecordedBayesian methods are now increasingly widely used for data analysis based on linear and generalized linear models,and multilevel and mixed effects models. The aim of this course is to provide a solid introduction to Bayesian approaches to these topics using R and the brms package. Ultimately, in […]

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Introduction To Generalised Linear Models Using R And Rstudio (IGLM04R)

Recorded

@ET-DC@eyJkeW5hbWljIjp0cnVlLCJjb250ZW50IjoicG9zdF90aXRsZSIsInNldHRpbmdzIjp7ImJlZm9yZSI6IiIsImFmdGVyIjoiIn19@Event Date Wednesday, November 3rd, 2021Course Format Pre RecordedIn this two day course, we provide a comprehensive practical and theoretical introduction to generalized linear models using R. Generalized linear models are generalizations of linear regression models for situations where the outcome variable is, for example, a binary, or ordinal, or count variable, etc. The specific […]

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Introduction To Machine Learning And Deep Learning Using R (IMDL02R)

Recorded

@ET-DC@eyJkeW5hbWljIjp0cnVlLCJjb250ZW50IjoicG9zdF90aXRsZSIsInNldHRpbmdzIjp7ImJlZm9yZSI6IiIsImFmdGVyIjoiIn19@Event Date Monday, December 6th, 2021Course Format Pre RecordedIn this two day course, we provide an introduction to machine learning and deep learning using R. We begin by providing an overview of the machine learning and deep learning landscape, and then turn to some major machine learning applications. We begin with binary and multiclass classification […]

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Making Beautiful And Effective Maps In R (MAPR03R)

Recorded

@ET-DC@eyJkeW5hbWljIjp0cnVlLCJjb250ZW50IjoicG9zdF90aXRsZSIsInNldHRpbmdzIjp7ImJlZm9yZSI6IiIsImFmdGVyIjoiIn19@Event Date Wednesday, February 9th, 2022Course Format Pre RecordedThe aim of the course is to show you how to use R to make pretty, yet appealing maps using the R programming language. Several R packages related to spatial data processing and visualization will be introduced during the course. The course will teach you how create […]

Get Tickets £280.00

Landscape genetic data analysis using R (LNDG04R)

Recorded

@ET-DC@eyJkeW5hbWljIjp0cnVlLCJjb250ZW50IjoicG9zdF90aXRsZSIsInNldHRpbmdzIjp7ImJlZm9yZSI6IiIsImFmdGVyIjoiIn19@Event Date Wednesday, April 13th, 2022 Course Format Pre RecordedThe term ‘landscape genetics’ has been applied studies that integrate ecological context and intervening landscape into population genetic analyses of contemporary processes such as gene flow and migration. This course will cover the basics of both quantitative landscape ecology and population genetics, focusing on how we […]

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Bioacoustics For Ecologists: Hardware, Survey Design and Data Analysis (BIAC02R) NOT AVAILABLE

Recorded

@ET-DC@eyJkeW5hbWljIjp0cnVlLCJjb250ZW50IjoicG9zdF90aXRsZSIsInNldHRpbmdzIjp7ImJlZm9yZSI6IiIsImFmdGVyIjoiIn19@Event Date Tuesday, March 22nd, 2022 Course Format This course is not available in a recorded format. Please email oliverhooker@prstatistics.com to be notified of the next edition. This course will introduce and explain the different applications for bioacoustics to answer ecological questions. Starting with a detailed overview of the correct and most efficient methods of data collecting […]

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Introduction To Multi’omics Data Analysis From Microbial Communities (MOMC01R) NOT AVAILABLE

Recorded

@ET-DC@eyJkeW5hbWljIjp0cnVlLCJjb250ZW50IjoicG9zdF90aXRsZSIsInNldHRpbmdzIjp7ImJlZm9yZSI6IiIsImFmdGVyIjoiIn19@Event Date Tuesday, August 3rd, 2021Course Format This course is not available in a recorded format. Please email oliverhooker@prstatistics.com to be notified of the next edition.The aim of this course is to provide a thorough introduction to computational approaches for the analysis of multi-omics data from microbial communities with a focus on metagenomic and metatranscriptomic data. We […]

Sold Out £300.00

Missing Data Analytics (MDAR01R) NOT AVAILABLE

Recorded

@ET-DC@eyJkeW5hbWljIjp0cnVlLCJjb250ZW50IjoicG9zdF90aXRsZSIsInNldHRpbmdzIjp7ImJlZm9yZSI6IiIsImFmdGVyIjoiIn19@Event Date September, January 8th, 2021Course Format This course is not available in a recorded format. Please email oliverhooker@prstatistics.com to be notified of the next edition.This course will cover introductory modelling for the analysis of missing data. Missing data is extremely common in all areas of science so this course will be of use to a wide […]

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Introduction To Stan For Bayesian Data Analysis (ISBD01R)

Recorded

@ET-DC@eyJkeW5hbWljIjp0cnVlLCJjb250ZW50IjoicG9zdF90aXRsZSIsInNldHRpbmdzIjp7ImJlZm9yZSI6IiIsImFmdGVyIjoiIn19@Course Format Pre RecordedStan (https://mc-stan.org) is “a state-of-the-art platform for statistical modeling and high-performance statistical computation. Thousands of users rely on Stan for statistical modeling, data analysis, and prediction in the social, biological, and physical sciences, engineering, and business.” Stan is a powerful programming language for developing and fitting custom Bayesian statistical models. In this […]

Get Tickets £220.00

Generalised Linear (MIXED) (GLMM), Nonlinear (NLGLM) And General Additive Models (MIXED) (GAMM) (GNAM01R)

Recorded

@ET-DC@eyJkeW5hbWljIjp0cnVlLCJjb250ZW50IjoicG9zdF90aXRsZSIsInNldHRpbmdzIjp7ImJlZm9yZSI6IiIsImFmdGVyIjoiIn19@Event Date Monday, May 25th, 2020Course Format Pre RecordedThis course provides a general introduction to nonlinear regression analysis, covering major topics including, but not limited to, general and generalized linear models, generalized additive models, spline and radial basis function regression, and Gaussian process regression. We approach the general topic of nonlinear regression by showing how […]

Get Tickets £400.00

Stable Isotope Mixing Models Using SIBER, SIAR, MixSIAR (SIMM08R)

Recorded

@ET-DC@eyJkeW5hbWljIjp0cnVlLCJjb250ZW50IjoicG9zdF90aXRsZSIsInNldHRpbmdzIjp7ImJlZm9yZSI6IiIsImFmdGVyIjoiIn19@Event Date Tuesday, February 1st, 2022Course Format Pre RecordedThis course will cover the concepts, technical background and use of stable isotope mixing models (SIMMs) with a particular focus on running them in R. This course will cover the concepts, technical background and use of stable isotope mixing models (SIMMs) with a particular focus on running […]

Get Tickets £400.00

Species Distribution Modelling With Bayesian Statistics In R (SDMB03R)

Recorded

@ET-DC@eyJkeW5hbWljIjp0cnVlLCJjb250ZW50IjoicG9zdF90aXRsZSIsInNldHRpbmdzIjp7ImJlZm9yZSI6IiIsImFmdGVyIjoiIn19@Event Date Monday, May 23rd, 2022Course Format This course is not available in a recorded format. Please email oliverhooker@prstatistics.com to be notified of the next edition.Bayesian Additive Regression Trees (BART) are a powerful machine learning technique with very promising potential applications in ecology and biogeography in general, and in species distribution modelling (SDM) in particular. Unlike most […]

Sold Out £400.00