Predictive Modeling with Python
Learn about the use of predictive models in Python through scikit-learn. Python is a popular language for scientific processing and machine learning. This course will introduce general modeling concepts in […]
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Introduction to Spatial-Temporal Statistics
Data collected in time and/or space exhibit unique properties that require attention to draw proper conclusions from statistical analyses. In this workshop, students are introduced to statistical concepts that are […]
Topics in R
This course builds on our Introduction to R by teaching advanced visualization and data tidying. In this course, you will cover advanced visualization including ggplot and R Shiny. In addition […]
Intro to Linux on the HPC
This course is for researchers who have never used Linux and/or a computer cluster and introduces concepts and best practices for both. Description: This course covers how to best exploit […]
A Deep Introduction to Julia
This workshop aims to introduce both users of scripting languages and advanced programmers to the Julia ecosystem and explore details about the Julia language which can help produce efficient and […]
Predictive Modeling with Python
Learn about the use of predictive models in Python through scikit-learn. Python is a popular language for scientific processing and machine learning. This course will introduce general modeling concepts in […]
Intro to Data Analysis with R
This course provides an introduction to fundamentals of data analysis using the R language. In this course, you will learn how to effectively use R for data analysis. This course […]
Predictive Modeling with Python
Donald Bren Hall 3011Learn about the use of predictive models in Python through scikit-learn. Python is a popular language for scientific processing and machine learning. This course will introduce general modeling concepts in […]
Intro to Data Analysis with R
Donald Bren Hall 3011This course provides an introduction to fundamentals of data analysis using the R language. In this course, you will learn how to effectively use R for data analysis. This course […]
Neural Networks and Learning with Python
Donald Bren Hall 4011This course provides an introduction to NNs and learning with Python. In this workshop, you will learn about Tensorflow programming fundamentals and basic ideas of neural networks through building and […]