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October 2017

Intro to Data Analysis with R

October 20, 2017 @ 9:00 am - 5:00 pm
r project logo

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 regression, variable selection, model diagnostics, and prediction. Practical examples will be provided during the course. Date: October 20, 2017 Time: 9 a.m. to 5 p.m.…

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November 2017

Predictive Modeling with Python

November 7, 2017 @ 9:00 am - 5:00 pm
Donald Bren Hall 3011
python logo

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 addition to concrete examples based on the scikit-learn library. Example usage of scikit-learn will illustrate how to fit and evaluate predictive models. Regression and classification settings will be considered. The course will be taught mostly through the medium of iPython notebooks. This course is targeted primarily at graduate students who…

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December 2017

Intro to Data Analysis with R

December 1, 2017 @ 9:00 am - 5:00 pm
Donald Bren Hall 3011
r project logo

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 regression, variable selection, model diagnostics, and prediction. Practical examples will be provided during the course. Date: December 1, 2017 Time: 9 a.m. to 5 p.m.…

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February 2018

Neural Networks and Learning with Python

February 23, 2018 @ 9:00 am - 5:00 pm
Donald Bren Hall 4011
python logo

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 high-level API. Date: February 23, 2018 Time: 9 a.m. to 5 p.m. with lunch provided Location: Donald Bren Hall, Room 4011 Instructor:  Lingge Li TA:  Pre-requisites: 1)…

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March 2018

Intro to Data Analysis with R

March 2, 2018 @ 9:00 am - 5:00 pm
Donald Bren Hall 4011
r project logo

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 regression, variable selection, model diagnostics, and prediction. Practical examples will be provided during the course. Date: March 2, 2018 Time: 9 a.m. to 5 p.m.…

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Philosophy of Machine Learning: Knowledge and Causality

March 17, 2018 @ 8:30 am - March 18, 2018 @ 5:30 pm
6011 Bren Hall, 6011 Bren Hall, UC Irvine
Irvine, CA 92697 United States
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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 is to introduce workshop participants to a diverse collection of perspectives and methodologies in the hope of engendering further interdisciplinary thinking. Date:  March 17-18, 2018 (Saturday-Sunday)…

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April 2018

SoCal Natural Language Processing Symposium

April 6, 2018 @ 9:00 am - 5:00 pm

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 Symposium will be hosted on April 6, 2018 at University of California, Irvine, and it will include invited talks from academia and industry, contributed work,…

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Intro to Data Analysis with R

April 20, 2018 @ 9:00 am - 5:00 pm
Donald Bren Hall 4011
r project logo

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 regression, variable selection, model diagnostics, and prediction. Practical examples will be provided during the course. Date: April 20, 2018 Time: 9 a.m. to 5 p.m.…

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May 2018

Topics in R

May 4, 2018 @ 9:00 am - 5:00 pm
Donald Bren Hall 4011
r project logo

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 Hall, Room 4011 Instructor:  Dustin Pluta, UC Irvine Pre-requisites: 1) familiarity with basic statistical concepts, and 2) intermediate R programming knowledge. For the tutorial, bring a laptop…

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SoCal Social Analytics Workshop

May 11, 2018 @ 8:00 am - 5:30 pm

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/    

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