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.
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/
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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 oliverhooker@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 livehttps://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 livehttps://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 livehttps://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 livehttps://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 livehttps://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 livehttps://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 livehttps://www.prstatistics.com/course/multivariate-analysis-of-ecological-communities-using-r-with-the-vegan-package-vgnr04/
Tuesday, September 13th, 2022ONLINE COURSE – Bioacoustics For Ecologists: Hardware, Survey design And Data analysis (BIAC03)
This course will be delivered livehttps://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 livehttps://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, 2022ONLINE 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/