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June 2018

CESMII/UCLA Presentation: Parallel Computing Using Julia, API Discussion – Part 2

June 12, 2018 @ 10:00 am - 11:00 am
3909 Math Sciences Building

IDRE will be presenting a discussion and demo of Julia programming language parallel computing capabilities on June 5th and 12th. In the first part we will discuss the Julia language itself and during the second part we will discuss the parallel computing part and look at some benchmarks. Part 1: Tuesday, June 5th, 2018 Part 2: Tuesday, June 12th, 2018 *No RSVP Necessary.

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CESMII/UCLA Presentation: Parallel Computing Using Julia, API Discussion – Part 1

June 5, 2018 @ 10:00 am - 11:00 am
3909 Math Sciences Building

IDRE will be presenting a discussion and demo of Julia programming language parallel computing capabilities on June 5th and 12th. In the first part we will discuss the Julia language itself and during the second part we will discuss the parallel computing part and look at some benchmarks. Part 1: Tuesday, June 5th, 2018 Part 2: Tuesday, June 12th, 2018 *No RSVP Necessary.

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XSEDE HPC Workshop: Summer Boot Camp 6/4-6/7

June 4, 2018 @ 8:00 am - June 7, 2018 @ 2:00 pm
5628 Math Science Building, UCLA + Google Map

UCLA-IDRE along with XSEDE and Pittsburgh Supercomputing Center is pleased to announce the following four day Summer Boot Camp on High Performance Computing: Event: XSEDE HPC Workshop - Summer Boot Camp When: June 4-7, 2018, 8 AM-2 PM PDT each day Where: 5628 Math Sciences Building, UCLA For details and registration: https://www.psc.edu/hpc-workshop-series/summer-bootcamp-2018 This 4-day event will include MPI, OpenMP, OpenACC and accelerators. It will be presented using the Wide Area Classroom(WAC) training platform and will conclude with a special hybrid exercise contest that will…

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May 2018

Using Jupyter for Research and Collaboration

May 31, 2018 @ 3:00 pm - 4:00 pm
IDRE Portal (5628 Math Sciences Building), UCLA
Free

The Jupyter notebook can be a programming and data analysis tool, but it can also be a method to document and save an analysis workflow, to share analysis routines and workflow with peers, and to publicize the data analysis contained in articles.  Notebooks store and encapsulate computational thinking and processes in a manner that allows them to be retrieved, re-used, and distributed to others. This class will demonstrate how to take advantage of Jupyter for research and collaboration, including methods…

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Using Jupyter for Education

May 31, 2018 @ 2:00 pm - 3:00 pm
IDRE Portal (5628 Math Sciences Building), UCLA
Free

Jupyter tools are increasingly being used for educational purposes.  With Jupyter notebooks, teachers can share documents that are interactive and combine narrative text, code, multimedia, equations, and data analysis and visualization.  With nbgrader, they can create gradable notebooks and automate the distribution/grading process, and with JupyterHub, they can provide a Jupyter environment to students that doesn’t place any demands on the students’ computational sophistication or resource availability.  This class will take an interactive tour through several educational Jupyter notebooks from…

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Introduction to Jupyter Notebooks

May 31, 2018 @ 1:00 pm - 2:00 pm
IDRE Portal (5628 Math Sciences Building), UCLA
Free

The Jupyter Notebook is a computing tool that allows users to edit and run Python, R, Julia (and many other programming languages) inside a web browser.  Furthermore, it is a powerful tool that allows users to combine live code, text, and visualizations in an interactive, shareable, reproducible document. It has been growing in popularity in many scientific and research disciplines as a data exploration and analysis tool that encourages collaboration and reproducible science.  This class will provide an interactive demonstration…

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An Overview of SAS Studio and Tools for Using SAS More Efficiently

May 31, 2018 @ 10:00 am - 11:00 am
5628 Math Science Building
Free

Title: An Overview of SAS Studio and Tools for Using SAS More Efficiently Time: 10AM-11AM Location: Math Sciences 5628 IDRE Portal Abstract: SAS® University Edition is available at no cost to students, educators, and learners for academic, noncommercial use, making it easier than ever to access and learn SAS® software. One of the interfaces included with SAS University Edition is SAS® Studio, a browser-based application that runs on all three major operating systems.  In addition to furnishing a code editor,…

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Running Applications on the Hoffman2 Cluster: An Introduction

May 30, 2018 @ 2:00 pm - 4:00 pm
IDRE Portal (5628 Math Sciences Building), UCLA
Free

The Hoffman2 cluster is a powerful computational resource for the UCLA research community. This class is designed to clarify the process of porting your own applications on the cluster or using applications already available on the cluster. It also addresses how to port your workflow to the Hoffman2 and how to submit batch and run interactive applications.

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Tableau Public

May 30, 2018 @ 11:30 am - 1:30 pm
Research Library 11630F – RC Classroom

Advanced Research Workshop Overview of visualization software. Taught by Zoe Borovsky (Library) and Suvra Mostafa (Digital Research Project Assistant, Master of Social Sciences candidate). Event is free. Available only to UCLA students, faculty, staff, and visiting scholars. See website link below to RSVP. See other research training courses here.

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Data Visualization with ReactJS

May 23, 2018 @ 11:30 am - 1:30 pm
Research Library 11630F – RC Classroom

Advanced Research Workshop Using ReactJS to display and share data on the Web. Taught by Hayk Zakaryan (Institute for Digital Research and Education). Event is free. Available only to UCLA students, faculty, staff, and visiting scholars. See website link below to RSVP. See other research training courses here.

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Python for High Performance Computing

May 21, 2018 @ 2:00 pm - 4:00 pm
IDRE Portal (5628 Math Sciences Building), UCLA
Free

Python, originally developed as a general-purpose programming language, has gained its popularity in the scientific community in recent years owing to its elegant and easy-to-understand syntax and powerful libraries. Python fully supports both functional and object-oriented programming styles. This class will discuss a number useful features of Python in the context of scientific computing, and introduce a number of supporting packages, including numpy for fast array-based computations, h5py to access HDF5 files, and the use of Python in MPI-style parallel…

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A Practical Introduction to Factor Analysis

May 21, 2018 @ 9:00 am - 12:00 pm
IDRE Portal (5628 Math Sciences Building), UCLA
Free

This workshop will give a practical overview of exploratory (EFA) and confirmatory (CFA) factor analysis. EFA topics to be covered include factor extraction, principal components analysis, estimation methods, factor rotation, refining the factor structure, and generating factor scores for subsequent analyses. The latter portion of the seminar will introduce CFA topics such as identification and model fit, and present examples of a one, two and second order factor structure. SPSS will be used for the EFA portion of the seminar…

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Databases and Excel

May 16, 2018 @ 11:30 am - 1:30 pm
Research Library 11630F – RC Classroom

Advanced Research Workshop This hands-on session will explore several tools useful in managing research data. The workshop will cover basic and advanced techniques in Microsoft Excel 2016 such as importing and formatting text, tables, PivotTables, conditional formatting, and connecting to external data sources. We will then cover software options for managing more complex datasets while discussing data topics such as relational databases, controlling entries through controlled vocabularies, and local vs online solutions. Taught by Deidre Whitmore (Cotsen Institute of Archaeology)…

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HPC and Big Data Analytics using Comet

May 15, 2018 @ 9:00 am - 4:00 pm
IDRE Portal (5628 Math Sciences Building), UCLA + Google Map
Free

In collaboration with SDSC,  IDRE is happy to announce the workshop “HPC and Big Data Analytics using Comet” as per the following details: Venue: 5628 Math Sciences Bldg. RSVP: link to the registration form (*lunch will be provided) Requirements: Participants need to bring their own laptops for hands-on exercises. Agenda: 9:00 AM - 9:10 AM: Welcome 9:10 AM - 10:10 AM: Introduction to SDSC Resources Comet, hardware overview Software, stack, queues, etc 10:10 AM - 10:20 AM: Short break 10:20 AM…

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Introduction to Power Analysis

May 14, 2018 @ 9:00 am - 12:00 pm
IDRE Portal (5628 Math Sciences Building), UCLA
Free

This workshop will describe what statistical power is and describe steps that can be taken to increase power. The information needed to conduct power analyses for commonly-used statistical tests will also be discussed.

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Spatial Statistics in STATA

May 9, 2018 @ 2:00 pm - 4:00 pm
Research Library 11630F – RC Classroom

Advanced Research Workshop Demonstrate how to use spmaps and maps module in STATA. Taught by Christine Wells and Albert Kochaphum (Institute for Digital Research and Education). Event is free. Available only to UCLA students, faculty, staff, and visiting scholars. See website link below to RSVP. See other research training courses here.

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Software Central – SurveyMonkey Training: Session #2

May 9, 2018 @ 1:00 pm - 2:00 pm
IDRE Portal (5628 Math Sciences Building), UCLA

If you have ever wondered what SurveyMonkey is or if you are already an in-the-know SurveyMonkey licensee, we invite you to a live training session. Software Central is hosting two SurveyMonkey Training sessions on Wednesday, May 9th, in the IDRE Portal – 5628 Math Sciences Building. Session #1 will be at 10:30am to 11:30am Session #2 will be at 1:00pm to 2:00pm The materials covered will be the same in both sessions: Enterprise overview – Collaboration and permission control on…

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Research Data Management

May 9, 2018 @ 11:30 am - 1:30 pm
Research Library 11630F – RC Classroom

Advanced Research Workshop The focus of this talk is on understanding and applying initial steps to facilitate data management and data reuse. Topics covered will include data management plans, the data life cycle, file management, and metadata. Attendees will get a chance to practice using these approaches. Taught by Bethany Myers (Library). Event is free. Available only to UCLA students, faculty, staff, and visiting scholars. See website link below to RSVP. See other research training courses here.

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Software Central – SurveyMonkey Training: Session #1

May 9, 2018 @ 10:30 am - 11:30 am
IDRE Portal (5628 Math Sciences Building), UCLA

If you have ever wondered what SurveyMonkey is or if you are already an in-the-know SurveyMonkey licensee, we invite you to a live training session. Software Central is hosting two SurveyMonkey Training sessions on Wednesday, May 9th, in the IDRE Portal – 5628 Math Sciences Building. Session #1 will be at 10:30am to 11:30am Session #2 will be at 1:00pm to 2:00pm The material covered will be the same in both sessions: Enterprise overview – Collaboration and permission control on…

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Logistic Regression in SAS

May 7, 2018 @ 9:00 am - 12:00 pm
IDRE Portal (5628 Math Sciences Building), UCLA
Free

This workshop will cover modeling binary outcome with logistic regression in SAS. We will discuss the logistic regression model, model building and fitting, interpretation of estimated parameters, assessment of model fit, graphing of model effects, and ROC analysis. This workshop does NOT cover ordinal or multinomial logistic regression.

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High-performance programming: back to the hardware

May 3, 2018 @ 10:30 am - May 4, 2018 @ 4:00 pm
IDRE Portal (5628 Math Sciences Building), UCLA + Google Map
Free

In collaboration with UCLA-ECE, IDRE  invites you to the workshop "High-Performance programming: back to hardware" with the following details: Outline: Architecture of modern CPUs - brief overview How to efficiently use CPU computing resources Memory and cache architecture How to use the memory system efficiently Using multiple CPUs efficiently through concurrency Memory model, locking, memory barriers Instructor: Fedor G Pikus, Ph.D., Chief Engineering Scientist, Design to Silicon division, Mentor Graphics Corp (Siemens business). Timing: 10:30 AM - 4 PM on…

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Zotero

May 2, 2018 @ 2:00 pm - 4:00 pm
Research Library 11630F – RC Classroom

Advanced Research Workshop Zoe Borovsky (Library) and Bethany Myers (Library) cover the basics and some fancy, advanced features of this popular, free, web-based application. Event is free. Available to only UCLA students, faculty, staff, and visiting scholars. See website link below to RSVP. See other research training courses here.

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Introduction to Spatial Data

May 2, 2018 @ 11:30 am - 1:30 pm
Research Library 11630F – RC Classroom

Advanced Research Workshop How to get started with spatial data and statistics. Taught by Albert Kochaphum and Christine Wells (Institute for Digital Research and Education). Event is free. Available to only UCLA students, faculty, staff, and visiting scholars. See website link below to RSVP. See other research training courses here.

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CESMII/UCLA Presentation Series: Automated Linux Instance Deployment on Microsoft Azure Cloud through Kepler Workflows

May 1, 2018 @ 10:00 am - 12:00 pm
3909 Math Sciences Building

IDRE will be doing a demo of automated Linux instance deployment on Microsoft Azure Cloud Platform using Kepler workflow software. An instance will be created on demand and terminated upon completion of remote execution.

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XSEDE HPC Workshop: BIG DATA

May 1, 2018 @ 8:00 am - May 2, 2018 @ 2:00 pm
IDRE Portal (5628 Math Sciences Building), UCLA

UCLA-IDRE along with XSEDE and Pittsburgh Supercomputing Center is pleased to announce a two day Big Data workshop (May 1-2, 2018, 8 AM-2 PM PDT each day). This workshop will focus on topics such as Hadoop and Spark and will be presented using the Wide Area Classroom (WAC) training platform. For registration and detailed information, visit: https://www.psc.edu/hpc-workshop-series/big-data-may-2018 Agenda: Tuesday, May 1, 2018 All times given are Pacific 08:00 Welcome 08:25 Intro to Big Data 09:00 Hadoop 09:30 Intro to Spark…

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April 2018

Introduction to Statistical Software

April 25, 2018 @ 11:30 am - 1:30 pm
Research Library 11630F – RC Classroom

Advanced Research Workshop This hands-on workshop will introduce some commonly used statistical software packages, including R, SAS, SPSS and Stata. Taught by Christine Wells (Institute for Digital Research and Education). Event is free. Available to only UCLA students, faculty, staff, and visiting scholars. See website link below to RSVP. See other research training courses here.

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ATLAS.ti

April 18, 2018 @ 11:30 am - 1:30 pm
Research Library 11630F – RC Classroom

Advanced Research Workshop This workshop will provide an overview of the ATLAS.ti software, a tool that allows researchers to encode and use qualitative analysis methods on their “soft” data, e.g. text (interview transcripts), video, audio, images (maps), surveys, and more! We’ll provide hands-on practice using various types of data samples utilizing powerful tools within the software to manage, analyze, and integrate resources from your research projects. Taught by Suvra Mostafa (Digital Research Project Assistant, Master of Social Sciences candidate). Event…

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Data Management in R

April 11, 2018 @ 2:00 pm - 4:00 pm
Research Library 11630F – RC Classroom

Advanced Research Workshop Andy Lin (Institute for Digital Research and Education) teaches a more advanced R session. Event is free. Available to only UCLA students, faculty, staff, and visiting scholars. See website link below to RSVP. See other research training courses here.

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Spatial Statistics in ArcGIS

April 11, 2018 @ 11:30 am - 1:30 pm
Research Library 11630F – RC Classroom

Advanced Research Workshop - Using the spatial Statistics Toolbox in ArcGIS and presenting maps ArcGIS Online. Taught by Albert Kochaphum and Yoh Kawano (Institute for Digital Research and Education). Event is free. Available to only UCLA students, faculty, staff, and visiting scholars. See website link below to RSVP. See other research training courses here.

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Practical Python: Advanced Python Usage for Scripting and Data Visualization

April 5, 2018 @ 12:00 pm - 2:00 pm
Young Research Library, West Classroom

Advanced Research Workshop Taught by Albert Kochaphum (Institute for Digital Research and Education). Event is free. Available to only UCLA students, faculty, staff, and visiting scholars. See website link below to RSVP. See other research training courses here.

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Streaming data workflow to mimic sensors and control

April 3, 2018 @ 10:00 am - 11:00 am

We will do a demo of streaming data workflow using Kepler software.  In this demo, workflow will listen to data coming into a specific port on a laptop and process the data in a naive and simple way and send the output back to control.

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March 2018

Charliecloud container deployment

March 27, 2018 @ 10:00 am - 11:00 am
3909 Math Sciences Building

We will have a presentation on the unprivileged user namespace on Linux Kernel and Charliecloud container deployment.  We will have Charliecloud container running on both Ubuntu and CentOS 7. We are interested in user namespace as a way to get around security issues in deploying Docker container.  Our investigation is preliminary in nature.  You are welcome to join us if you have interest in this topic.

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Data Management in R

March 5, 2018 @ 9:00 am - 12:00 pm
5628 Math Sciences
Free

This seminar introduces R packages and functions that help users import, transform and manage their data in preparation for analysis.   The seminar focuses on the “tidy data” philosophy encouraged by the “tidyverse” collection of R packages, but draws on other packages for useful functions as needed.  Topics include data import, transforming variables, string functions, missing data, merging datasets, reshaping data, grouped data processing, and looping. NOTE: All researchers are welcome to attend.

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February 2018

Using the MIXED command in SPSS

February 26, 2018 @ 9:00 am - 12:00 pm
5628 Math Sciences
Free

This seminar will illustrate the different kinds of models that can be run with the SPSS command MIXED.  Basic syntax and useful options will be discussed, as well as possible solutions to common problems encountered in multilevel modeling.  Examples of both two- and three-level models will be provided. NOTE: All researchers are welcome to attend.

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UCLA/CESMII Project Presentation: Container Orchestration (Kubernetes, Docker Swarm) and Workflows – Part 4

February 13, 2018 @ 10:00 am - 11:00 am
3909 Math Sciences Building

IDRE will be presenting a container orchestration Demo for Docker containers.  The first part of the presentation will be Docker installation, container creation, moving the container from one host to another.   We will demo deploying containers for load balancing and high availability by deploying them on multiple nodes. In part 4 of the presentation series, we will be demoing kubernetes orchestration of docker containers on single node, using minikube and on multiple nodes using kubeadm.

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Introduction to Mplus 8.1

February 12, 2018 @ 9:00 am - 12:00 pm
5628 Math Sciences
Free

Mplus is a powerful statistical package used for the analysis of both observed and latent variables. Among the kinds of analysis it can perform are exploratory factor analysis, confirmatory factor analysis, latent class analysis, latent growth curve modeling, structural equation modeling and multilevel modeling. This workshop is designed for people who are just getting started using Mplus. Our aim is to orient participants to the basic structure, syntax, data and output associated with this package. Mplus version 8.1 will be…

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XSEDE HPC Workshop: BIG DATA

February 7, 2018 @ 8:00 am - February 8, 2018 @ 2:00 pm
5628 Math Science Building, UCLA

UCLA-IDRE along with XSEDE and Pittsburgh Supercomputing Center is pleased to announce a two day Big Data workshop (February 7-8, 2018, 8 AM-2 PM PDT each day). This workshop will focus on topics such as Hadoop and Spark and will be presented using the Wide Area Classroom (WAC) training platform. For registration and detailed information, visit: https://www.psc.edu/current-workshop Agenda: Wednesday, February 7, 2018 All times given are Pacific 08:00 Welcome 08:25 Intro to Big Data 09:00 Hadoop 09:30 Intro to Spark…

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UCLA/CESMII Project Presentation: Container Orchestration (Kubernetes, Docker Swarm) and Workflows – Part 3

February 6, 2018 @ 10:00 am - 11:00 am
3909 Math Sciences Building

IDRE will be presenting a container orchestration Demo for Docker containers.  The first part of the presentation will be Docker installation, container creation, moving the container from one host to another.   We will demo deploying containers for load balancing and high availability by deploying them on multiple nodes.

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January 2018

UCLA/CESMII Project Presentation: Container Orchestration (Kubernetes, Docker Swarm) and Workflows – Part 2

January 30, 2018 @ 10:00 am - 11:00 am
3909 Math Sciences Building
Free

IDRE will be presenting a container orchestration Demo for Docker containers.  First part of the presentation will be Docker installation, container creation, moving container from one host to another.   Second part will utilize Kubernetes to do orchestration.

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UCLA/CESMII Project Presentation: Container Orchestration (Kubernetes, Docker Swarm) and Workflows – Part 1

January 23, 2018 @ 10:00 am - 11:00 am
3909 Math Sciences Building
Free

IDRE will be presenting a container orchestration Demo for Docker containers.  First part of the presentation will be Docker installation, container creation, moving container from one host to another.   Second part will utilize Kubernetes to do orchestration.

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December 2017

XSEDE HPC Workshop: BIG DATA

December 5, 2017 @ 8:00 am - December 6, 2017 @ 2:00 pm
5628 Math Science Building, UCLA + Google Map

UCLA-IDRE along with XSEDE and Pittsburgh Supercomputing Center is pleased to announce a two day Big Data workshop (December 5-6, 2017, 8 AM-2 PM PDT each day). This workshop will focus on topics such as Hadoop and Spark and will be presented using the Wide Area Classroom (WAC) training platform. For registration and detailed information, visit: https://psc.edu/hpc-workshop-series/big-data-december-2017 Agenda: Tuesday, December 5th All times given are Pacific 08:00 Welcome 08:25 Intro to Big Data 09:00 Hadoop 09:30 Intro to Spark 10:00…

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November 2017

SPC Workshop: Introduction to Scientific Computing with Python

November 30, 2017 @ 10:00 am - 12:00 pm
IDRE Portal (5628 Math Sciences Building), UCLA

November SPC event at UCLA is tentatively scheduled for Thursday, 11/30 10 am - 12 pm PDT (11 am - 1 pm MDT). It will be a technical workshop on introduction to scientific computing in Python. This is in collaboration with the Institute for Digital Research and Education (IDRE) here at UCLA. Some topics to be covered will include general introduction to programming with Python, numpy and matplotlib libraries in the context of scientific computing. If this workshop is well…

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Introduction to R

November 27, 2017 @ 9:00 am - 12:00 pm
CLICC Classroom C (320 Powell Library)
Free

R is a powerful and yet easy-to-use statistical package that runs on Windows, Macintosh and Unix platforms. This class is designed for people who are just getting started using R. The students in the class will have a hands-on experience using R for statistics, graphics and data management. The class notes can be found at https://stats.idre.ucla.edu/r/seminars/intro/.

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National Leadership Class Computing Resources and Opportunities for UCLA Researchers

November 1, 2017 @ 2:00 pm - 3:00 pm
5628 Math Science Building, UCLA + Google Map
Free

The Department of Energy, National Science Foundation, and the National Aeronautical Space Agency support an ecosystem of “leadership class” computing facilities housing some of the world’s most advanced supercomputers and high-end visualization and data analysis resources. These facilities provide “free” computing cycles at scale and storage to researchers from academia. Access to these resources is obtained through an application process that is based on the merit of the research objectives, and demonstration of the efficacy and parallel scalability of the…

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October 2017

Computing Environment on Linux – II

October 31, 2017 @ 2:00 pm - 4:00 pm
5628 Math Science Building, UCLA + Google Map
Free

  The second session is regarding the use of Linux system for computation. It will describe the compilation and execution procedures for a given source program. A sample software code will be used to demonstrate the computing tools such as makefile, debugger, and profiler which are available under most Linux environments.

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Computing Environment on Linux – I

October 26, 2017 @ 2:00 pm - 4:00 pm
5628 Math Science Building, UCLA + Google Map
Free

Part-I session of Computing Environment on Linux class is aimed to help researchers who are new to the Linux system. This two hour session will introduce basic Unix/Linux commands, shells, as well as a few editors available on most of the flavors of Linux operating system. The user should be able to log in to a Linux system and use it to do the normal tasks after going through this session.

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Current and future requirements for Advanced Research Cyberinfrastructure – Panel Discussion

October 25, 2017 @ 11:45 am - 1:00 pm
5628 Math Science Building, UCLA + Google Map
Free

The Institute for Digital Research and Education is pleased to announce a panel discussion on current and future requirements for Advanced Research Cyberinfrastructure (ARC). The discussion will be led by the following early career researchers from various disciplines across the UCLA campus. Bao Wang – Mathematics Alan Farahani – Cotsen Institute of Archaeology Karthik Sarma - Medical Imaging Informatics Richard Sportsman – Chemistry and Biochemistry Iris Chang – Material Science and Engineering Francesca Albrezzi – World Arts and Cultures Date:…

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Python for Scientific Computing

October 23, 2017 @ 2:00 pm - 4:00 pm
5628 Math Science Building
Free

Python, originally developed as a general purpose programming language, has gained its popularity in the scientific community in recently years owning to its elegant and easy- to-understand syntax and powerful libraries. Python fully supports both functional and object-oriented programming styles. This class will present a number useful features of Python in the context of scientific computing, and introduce a number of supporting packages, including numpy for array-based computations and h5py to access HDF5 files, and the use of Python in…

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Introduction to MPI (Message Passing Interface)

October 16, 2017 @ 2:00 pm - 4:00 pm
5628 Math Science Building
Free

MPI (message passing interface) is the de facto standard for distributed-memory parallel scientific computing. While the entire MPI API is quite extensive, this class will cover a number of key ingredients commonly used in practice. This class is useful for those who plan to start writing MPI code, and for those who would like to know how MPI works in order to operate an existing MPI code. Working knowledge of C and Fortran programming languages will be very helpful to…

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Introduction to SPSS

October 16, 2017 @ 9:00 am - 12:00 pm
CLICC Classroom B, 3rd Floor Powell Library
Free

SPSS is a very easy-to-use statistical package that runs on Windows, Macintosh and UNIX platforms. This class is designed for people who are just starting to use SPSS. The students in the class will have a hands-on experience using SPSS for doing statistics, graphics, and data management. The class notes are the scripts for the class. The class notes can be found at https://stats.idre.ucla.edu/spss/seminars/notes/ .

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