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Philosophy of Machine Learning: Knowledge and Causality

6011 Bren Hall 6011 Bren Hall, UC Irvine, Irvine, CA, United States

Philosophy of Machine Learning: Knowledge and Causality The recent rapid development in machine learning has opened up unprecedented possibilities in analyzing and predicting diverse phenomena. From the humanities, to the social and cognitive sciences, to the natural sciences, fields previously closed off to predictive analysis are now the subject of machine learning investigations. The purpose […]

SoCal Natural Language Processing Symposium

The goal of Southern California Natural Language Processing Symposium is to gather researchers from the southern California region with broad expertise in natural language processing. The symposium will provide a participatory environment where attendees from a variety of fields working on natural language processing can share and discuss their latest findings. This year, SoCal NLP […]

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Intro to Data Analysis with R

Donald Bren Hall 4011

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 provides a brief introduction to the fundamentals of the R language and focuses on its use for data analysis–including exploratory data analysis, linear and logistic […]

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Topics in R

Donald Bren Hall 4011

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 to visualizations, principles of tidy data and reporting will be discussed. Date: May 4, 2018 Time:9 a.m. to 5 p.m. with lunch provided Location: Donald Bren […]

SoCal Social Analytics Workshop

Workshop for Social Media Analytics Date: Friday, May 11, 2018 Time: 8:00 a.m. - 5:30 p.m. Location: Calit2 Auditorium, UCI. Parking is $10 per vehicle at Anteater Parking Structure (directions) Visit the event website for details: https://sites.google.com/view/socalsocial2018/    

An Introduction to Julia

Donald Bren Hall 4011

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 readable code. The goal of the workshop is for students to understand where Julia can be applied and be well-equipped to start using Julia in […]

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Neural Networks and Learning with Python

Donald Bren Hall 4011

This 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 training different MNIST models. Moreover, you will be introduced to more advanced applications of deep learning in computer vision and natural language processing with Keras […]

10/19/18 Intro to R and Data Visualization in R with ggplot

Donald Bren Hall 4011

Intro to R: In this session, students will be familiarized with R: data types, functions and basic data manipulation including some exploratory data analysis and how to perform statistical tests. Data Visualization in R with ggplot: In this part of the workshop, students will learn the basic commands to create statistical plots, understand the grammar […]

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10/26/18 Intro to Linux on the HPC

Donald Bren Hall 4011

This course covers how to best exploit the bash shell for both interactive work and batch jobs, moving & simple manipulation of data, as well very short introductions to programming in bash, Perl, and R. This is not computer science; this is a driver’s license. Date: Friday, October 26, 2018 Time: 9am-5pm (coffee and lunch […]

11/02/18 Topics in R

Donald Bren Hall 4011

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 to visualizations, principles of tidy data and reporting will be discussed. Pre-requisites: 1) familiarity with basic statistical concepts, and 2) intermediate R programming knowledge. For […]

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