I hope this is ok to post here and sorry for cross posting, although this is a general course I thought it was still relevant to the group.
ONLINE COURSE – Introduction to Machine Learning and Deep Learning using R (IMDL03) This course will be delivered live https://www.prstatistics.com/course/introduction-to-machine-learning-and-deep-learning-using-r-imdl03/ Please feel free to share! COURSE DETAILS In 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 problems, then look at decision trees and random forests, then look at unsupervised learning methods, all of which are major topics in machine learning. We then cover artificial neural networks and deep learning. For this, we will use the powerful TensorFlow and Keras deep learning toolboxes. As examples of deep learning nets, we will cover the relatively easy to understand multilayer perceptron and then turn to convolutional neural networks. Email oliverhoo...@prstatistics.com *Up-coming and pre recorded courses* Wednesday, June 1st 2022 ONLINE COURSE – Introduction To Mixed Models Using R And Rstudio (IMMR06) This course will be delivered live https://www.prstatistics.com/course/introduction-to-mixed-models-using-r-and-rstudio-immr06/ Wednesday, June 15th, 2022 ONLINE COURSE – Model Selection and Model Simplification Using R And Rstudio (IMMR06) This course will be delivered live https://www.prstatistics.com/course/model-selection-and-model-simplification-msms03/ Monday, June 20th 2022 ONLINE COURSE – Bayesian GLM’s For Ecologists (BGFE01) This course will be delivered live https://www.prstatistics.com/course/bayesian-glms-or-ecologists-bgfe01/ Wednesday, June 20th, 2022 ONLINE COURSE – Introduction to Machine Learning and Deep Learning using R (IMDL03) This course will be delivered live https://www.prstatistics.com/course/introduction-to-machine-learning-and-deep-learning-using-r-imdl03/ Monday July 11th 2022 ONLINE COURSE – Introduction to spatial analysis of ecological data using R (ISPE05) This course will delivered live https://www.prstatistics.com/course/introduction-to-spatial-analysis-of-ecological-data-using-r-ispe05/ Monday, August 15th, 2022 ONLINE COURSE – Landscape genetic data analysis using R (LNDG05) This course will be delivered live https://www.prstatistics.com/course/landscape-genetic-data-analysis-using-r-lndg05/ Monday, August 29th 2022 ONLINE COURSE – Introduction To Multivariate Analysis In Ecology And Evolutionary Biology (IMAE01) This course will be delivered live https://www.prstatistics.com/course/online-course-introduction-to-multivariate-analysis-in-ecology-and-evolutionary-biology-imae01-this-course-will-be-delivered-live/ Monday, September 12th, 2022 ONLINE COURSE – Multivariate Analysis Of Ecological Communities Using R With The VEGAN package (VGNR04) This course will be delivered live https://www.prstatistics.com/course/multivariate-analysis-of-ecological-communities-using-r-with-the-vegan-package-vgnr04/ Tuesday, September 13th, 2022 ONLINE COURSE – Bioacoustics For Ecologists: Hardware, Survey design And Data analysis (BIAC03) This course will be delivered live https://www.prstatistics.com/course/bioacoustics-for-ecologists-hardware-survey-design-and-data-analysis-biac03/ Monday, September 26th, 2022 ONLINE COURSE – Species Distribution Modelling With Bayesian Statistics Using R (SDMB04) This course will be delivered live https://www.prstatistics.com/course/online-course-species-distribution-modelling-with-bayesian-statistics-in-r-sdmb04/ Monday, September 26th, 2022 ONLINE COURSE – Remote Sensing With Satellite Multi-Spectral Sensors (RSMS01) This course will be delivered live https://www.prstatistics.com/course/remote-sensing-with-satellite-multi-spectral-sensors-rsms01/ Monday, 28th November, 2022 ONLINE COURSE – Remote Sensing With Aircraft And Drone LiDAR Sensors (RSLD01) This course will be delivered live https://www.prstatistics.com/course/remote-sensing-with-aircraft-and-drone-lidar-sensors-rsld01/ Monday, December 12th, 2022 ONLINE COURSE – Ecological niche modelling using R (ENMR04) This course will be delivered live https://www.prstatistics.com/course/ecological-niche-modelling-using-r-enmr04/ Monday, February 6th, 2023 ONLINE COURSE – Remote Sensing With Drone RGB And Near Infrared Cameras (RSWD01) This course will be delivered live https://www.prstatistics.com/course/remote-sensing-with-drone-rgb-and-near-infrared-cameras-rswd01/ *Remember* we have over 30 courses archived and available on demand on our recorded courses page https://www.prstatistics.com/recorded-courses/ <https://www.prstatistics.com/recorded-courses/>* Moving our courses online due to the COVID pandemic has allowed us to archive all our previous courses and offer them in a recorded format. *This is ideal for;* People with busy schedules who can’t take long periods off work to attend workshops. Allows attendees to work at their own pace with email support. Suitable for people from all timezones. The recordings are taken from our Live Online Courses which ensures all materials and software packages are constantly up-to-date. ‘General’ Courses FREE 1 DAY INTRO TO R AND R STUDIO (FIRR01R) https://www.prstatistics.com/course/free-1-day-intro-to-r-and-r-studio-firr01r/ Introduction To Statistics Using R And Rstudio (IRRS03R) https://www.prstatistics.com/course/introduction-to-statistics-using-r-and-rstudio-irrs03r/ Introduction To Generalised Linear Models Using R And Rstudio (IGLM04R) https://www.prstatistics.com/course/introduction-to-generalised-linear-models-using-r-and-rstudio-iglm04r/ Introduction To Mixed Models Using R And Rstudio (IMMR05R) https://www.prstatistics.com/course/introduction-to-mixed-models-using-r-and-rstudio-immr05r/ Nonlinear Regression Using Generalized Additive Models (GAMR01R) https://www.prstatistics.com/course/nonlinear-regression-using-generalized-additive-models-gamr01r/ Hidden Markov and State Space Models Using R (HMSS01R) Coming soon Introduction To Machine Learning And Deep Learning Using R (IMDL02R) https://www.prstatistics.com/course/introduction-to-machine-learning-and-deep-learning-using-r-imdl02r/ Model Selection And Model Simplification (MSMS02R) https://www.prstatistics.com/course/model-selection-and-model-simplification-msms02r/ Reproducible Data Science Using RMarkdown, Git, R Packages, Docker, Make & Drake And Other Tools (RDRP01R) https://www.prstatistics.com/course/reproducible-data-science-using-rmarkdown-git-r-packages-docker-make-drake-and-other-tools-rdrp01r/ Data Wrangling Using R And Rstudio (DWRS02R) https://www.prstatistics.com/course/data-wrangling-using-r-and-rstudio-dwrs02r/ Data visualization using GG plot 2 (R and Rstudio) (DVGG02R) https://www.prstatistics.com/course/data-visualization-using-gg-plot-2-r-and-rstudio-dvgg02r/ Introduction To Data Wrangling And Data Visualization Using R (DWDV01R) https://www.prstatistics.com/course/introduction-to-data-wrangling-and-data-visualization-using-r-dwdv01r/ Bayesian Fundamentals of Bayesian Data Analysis using R (FBDA01R) https://www.prstatistics.com/course/introduction-fundamentals-of-bayesian-data-analysis-statistics-using-r-fbda01r/ Bayesian Approaches To Regression And Mixed Effects Models Using R And brms (BARM01R) https://www.prstatistics.com/course/bayesian-approaches-to-regression-and-mixed-effects-models-using-r-and-brms-barm01r/ Bayesian Hierarchical Modelling Using R (IBHM05R) https://www.prstatistics.com/course/bayesian-hierarchical-modelling-using-r-ibhm05r/ Bayesian Data Analysis (BADA01R) https://www.prstatistics.com/course/bayesian-data-analysis-bada01r/ Introduction To Stan For Bayesian Data Analysis (ISBD01R) https://www.prstatistics.com/course/introduction-to-stan-for-bayesian-data-analysis-isbd01r/ Spatial / Spatial Ecology Introduction To Spatial Analysis Of Ecological Data Using R (ISPE04R) https://www.prstatistics.com/course/introduction-to-spatial-analysis-of-ecological-data-using-r-ispe04r/ Making Beautiful And Effective Maps In R (MAPR03R) https://www.prstatistics.com/course/making-beautiful-and-effective-maps-in-r-mapr03r/ Adapting to the recent changes in R spatial packages (sf, terra, PROJ library) (PROJ02R) https://www.prstatistics.com/course/adapting-to-the-recent-changes-in-r-spatial-packages-sf-terra-proj-library-proj02r/ Species Distribution Modeling using R (SDMR04R) https://www.prstatistics.com/course/species-distribution-modeling-using-r-sdmr04r/ Ecological niche modelling using R (ENMR03R) https://www.prstatistics.com/course/ecological-niche-modelling-using-r-enmr03r/ Advanced Ecological Niche Modelling Using R (ANMR01R) https://www.prstatistics.com/course/advanced-ecological-niche-modelling-using-r-anmr01r/ Model-Based Multivariate Analysis Of Abundance Data Using R (MBMV03R) https://www.prstatistics.com/course/model-based-multivariate-analysis-of-abundance-data-using-r-mbmv03r/ Movement Ecology (MOVE04R) https://www.prstatistics.com/course/movement-ecology-move04r/ Molecular Ecology Introduction To Eco-Phylogenetics And Comparative Analyses Using R (ECPH01R) https://www.prstatistics.com/course/introduction-to-eco-phylogenetics-and-comparative-analyses-using-r-ecph01r/ Fundamentals Of Population Genetics Using R (FOPG01R) https://www.prstatistics.com/course/fundamentals-of-population-genetics-using-r-fopg01r/ Miscellaneous Ecology Stable Isotope Mixing Models Using SIBER, SIAR, MixSIAR (SIMM08R) https://www.prstatistics.com/course/stable-isotope-mixing-models-using-siber-siar-mixsiar-simm08r/ Bioacoustics For Ecologists: Hardware, Survey Design and Data Analysis (BIAC02R) https://www.prstatistics.com/course/bioacoustics-for-ecologists-hardware-survey-design-and-data-analysis-biac02r/ Python Introduction to Python and Programming in Python (PYIN03R) https://www.prstatistics.com/course/introduction-to-python-and-programming-in-python-pyin03r/ Introduction To Scientific, Numerical And Data Analysis Programming In Python (PYSC02R) https://www.prstatistics.com/course/introduction-to-scientific-numerical-and-data-analysis-programming-in-python-pysc02r/ Machine Learning and Deep Learning Using Python (PYML02R) https://www.prstatistics.com/course/machine-learning-and-deep-learning-using-python-pyml02r/ Python For Data Science, Machine Learning And Scientific Computing (PDMS02R) https://www.prstatistics.com/course/python-for-data-science-machine-learning-and-scientific-computing-pdms02r/ -- Oliver Hooker PhD. 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