EDS 232
Labs
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1a. Species: explore
1b. Species: regress
1c. Species: trees
1d. Species: evaluate
2a. Community: cluster
2b. Community: ordination
3. Conservation Planning
Mid-Term Review
Glosssary
Resources
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Resources
Contents
Books
Courses
Books
ML
Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems | Amazon
Hands-On Machine Learning with R (HOMLR)
(freely available online)
data-science-learning-resources
from HOMLR author
Machine Learning with R: Expert techniques for predictive modeling | Amazon
Section V Machine Learning | Introduction to Data Science
ML & Env
Machine Learning for Ecology and Sustainable Natural Resource Management | Springer
Habitat Suitability and Distribution Models: With Applications in R | Amazon
Courses
ML
Machine Learning | Coursera
Courses | Kaggle