Description

The Data Science Center (DSC) ML/AI subgroup aims to provide guidance and support to students and researchers of all disciplines exploring modern data science methods, including ethical use of artificial intelligence and machine learning in their work.

The DSC ML/AI subgroup prioritizes providing an inclusive and accessible learning atmosphere for individuals of all backgrounds and levels of technical experience. As an organization, the DSC ML/AI subgroup adopts the Data Science Oath.

Services

Assistance with coding and programming
- Python
- R
- SQL
- Software design and program organization
Help with debugging environments, software and programs
- Installation of new software
- Instruction and demo of programs
- Debugging software or program errors
- Using APIs (Application Programming Interfaces)
Data questions
- Cleaning
- Data wrangling
- Depositing your data into a data repository
- Locating appropriate data sets
Common topics include:
- Text Analysis
- Natural Language Processing
- Neural nets and Image analysis
Computation resources
- Amazon Web Services (AWS) / Cloud services
- High Performance Computer (HPC)
- Deep Learning Machine access for running experiments

Computing

Deep Learning Machine

The mission of the DSC deep learning machine is to support computationally intensive research projects requiring desktops with larger memory footprints, processing power, and access to programmable graphics processing units.

Specs

Lambda Quad

Operating System: Ubuntu 20.04LTS + Lambda Stack
Software: Lambda Stack - TensorFlow, PyTorch, Caffe, Caffe 2, Keras, CUDA, cuDNN
Processor: Intel Core i9-7920X (12 Cores, 2.90 GHz)
CPU Cooler: Air Cooling
GPUs: 4x RTX 2080 Ti
Memory: 128 GB
Operating System Drive: 14 TB SSD (NVMe)
Network: 1 Gigabit Ethernet

How to request an account

Currently, this service is mediated by DSC Staff. Email datascience+dlm@ucla.edu for inquiries about access.

Acceptable uses

Scholarly research by UCLA researchers
No commercial research or research with commercial ends

Time limit

Account expires at the end of the quarter
Meant to be short-term

Types of data

No personally identifiable or health information
UCOP Classification of Information and IT Resources

Specify Protection Levels 1-2 (not 3-4)

Berkeley Data Classification Standard | Information Security Office
UCLA Office of the Chief Information Security Officer ⇐ check here for a document

Additional Information

Data Science Center

Submit a Request

This service is available to

All
Library Staff	*
UCLA	*
Campus-Affiliated
Other

Service not available for you

If this service is not available to you, and you have questions, please send an email to techhelp@library.ucla.edu for more information.

Please visit the Data Science Center
portal to raise a request.

Description

Services

Computing

Deep Learning Machine

Additional Information

Submit a Request

Dataverse

Data Science Center

Geospatial services

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Description

Services

Computing

Deep Learning Machine

Additional Information

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Dataverse

Data Science Center

Geospatial services

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