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- Opportunities at D-Lab -

Undergraduate Advisory Board - Fall '23-Spring '24
D-Lab - Improving Undergraduate STEM Education (IUSE)

This is an opportunity for undergraduate students to help guide an National Science Foundation (NSF) IUSE project! This part-time position for work-study eligible students starts at $18/hr for up to 5hrs/week. Undergraduate students will serve on the project’s advisory board meetings biweekly and conduct informational outreach to peers. Board members are encouraged to engage in critical dialogue about student experience and research as the team completes this multi-year project.

Interested Berkeley undergraduate students should submit this application by October 27, 2023. Interviews will be held in Early-Mid November.

Data Science students and candidates in their sophomore and junior years from diverse or underrepresented backgrounds are encouraged to apply. 

If you have any questions, please email Renee Starowicz at rstarowi@berkeley.edu.

Learn more and apply here!

- D-Lab Blog Posts -


Mingfeng Xue
D-Lab Data Science Fellow

Introduction to Item Response Theory
by Mingfeng Xue

Measurements (e.g., tests, surveys, questionnaires) are inevitably involved with various sources of errors. Among many psychometric theories, item response theory stands out for its capability of detailed analyses at the item level and its potential to reduce some of the measurement errors. This post first discussed the limitations of conventional summation and average, which give rise to the IRT models, and then introduced a basic form of the Rasch model, including expressions of the model, the assumptions underlying it, some of its advantages, and software packages. Some codes are also provided.

Read more here!
- D-Lab Workshops -

October

Python Programming

Python Text Analysis: Word Embeddings
Oct 25 | 2pm-5pm | Register here for Zoom link

Python Web APIs
Oct 26 | 2pm-4pm | Register here for Zoom link
 

November

Python Programming

Python Web Scraping
Nov 2 | 2pm-4pm | Register here for Zoom link

Python Machine Learning Fundamentals: Parts 1-2
Nov 7, 9 | 9am-12pm | Register here for Zoom link

Python Deep Learning: Parts 1-2
Nov 13, 15 | 2pm-5pm | Register here for Zoom link

R Programming

R Geospatial Fundamentals: Vector Data, Parts 1-2
Nov 7, 9 | 9am-12pm | Register here for Zoom link

R Data Wrangling and Manipulation: Parts 1-2
Nov 7, 14 | 2pm-5pm | Register here for Zoom link

R Data Visualization
Nov 20 | 9am-12pm | Register here for Zoom link


More workshops on our website!

- Opportunities on Campus -

Council on Environmental Quality Internship Program
The White House

The White House Council on Environmental Quality is accepting applications for its Spring 2024 Intern Cohort, including positions in the Office of the Federal Chief Sustainability Officer.

CEQ seeks current undergraduate and graduate students who are: 

  • Highly motivated
  • Able to handle fast-paced and quick turnaround assignments
  • Excellent communicators
  • Able to exercise professional judgment and maturity
  • Computer literate

These are in-person, paid internships based in Washington, DC. Applicants must be U.S. citizens and current undergraduate or graduate students. 

Learn more and apply here by Friday, October 27th.
 


Graduate Student Researcher - Spring 2024
Berkeley Institute for Young Americans

The Berkeley Institute for Young Americans, a research center at the Goldman School of Public Policy, is hiring a GSR for Spring 2024 to analyze data and write-up results for a forthcoming "2024 Election Center" section of our website. The GSR will focus broadly on several longitudinal datasets relevant to the political engagement of different generations with a focus on young adults, helping to clean, assemble, and analyze these data and produce descriptive figures and narrative.

We will review applications on a rolling basis, so apply early for best consideration.

Responsibilities: 

  • Collect, assemble, clean, and code quantitative data
  • Analyze quantitative data and produce charts, tables, graphs, and maps
  • Contact government agencies and other organizations to request data
  • Meet with the research team on a weekly basis.

If you have any questions, please email youngamericans@berkeley.edu.

Learn more and apply here!
 


CEGA Research Manager
UC Berkeley CEGA

The Center for Effective Global Action (CEGA) at UC Berkeley is recruiting for a Research Manager to support the Center’s growing portfolio of research on political economy, governance, conflict, security, and related topics. This is an exciting opportunity for a motivated and organized self-starter eager to contribute to the success of a dynamic research organization while expanding their networks and positioning themselves for future career growth. The role will report to the Executive Director and Professor Fred Finan.

Requirements: 

  • [Preferred] MA/MS in Economics, Political Science, Public Policy, Policy Analysis, Business, International Relations, Public Health or related field;
  • Coursework in quantitative research methods, including mathematical statistics, econometrics, and microeconomics;
  • Strong ability to research, analyze, and synthesize large amounts of data for preparing high-quality proposals and reports;
  • Strong interpersonal skills in working with colleagues at all levels

Learn more and apply here!
 


Datahub Student Intern
UC Berkeley Datahub

UC Berkeley Datahub is hiring! They are seeking a student intern to be a front-end developer as part of the Datahub team. The student employee will be responsible for providing support to the Datahub service affiliated with UC Berkeley's Research, Teaching, and Learning (RTL) and Data Science Undergraduate Studies (DSUS). This role will primarily involve two key areas of focus: assisting in the development and maintenance of the nbgitpuller browser extension and handling data retrieval requests from students.   

Requirements: 

  • Experience with hands-on software development or software engineering beyond coursework.
  • Strong proficiency in HTML, CSS, and JavaScript, with a solid understanding of web standards and best practices.
  • Familiarity with version control systems, especially Git.
  • Excellent communication skills, both verbal and written, with the ability to convey technical information to non-technical stakeholders.

If you have any questions, please email Balaji Alwar at balajialwar@berkeley.edu.

Learn more and apply here!

- Upcoming Events -

Global PhD Datathon
Hosted by Citadel & Correlation One

We’re inviting top PhD students all over the world to compete at the Global PhD Datathon this November. Top performing students have the opportunity to win $25,000USD in cash prizes along with exclusive recruiting opportunities with Citadel.

The Datathon challenges students from the world's best universities to tackle real-world social challenges in topics such as urban traffic, renewable energy, and education. PhD Datathon is a global data science competition, even bigger and more exciting than our university-wide events! 

This Datathon is virtual, and participants will be able to work on their submissions individually anytime during the week to accommodate their schedules.

When: November 6-13
Who: Current Ph.D. students and post-doc researchers
Prizes: $25,000USD + Exclusive recruiting opportunities with Citadel & Citadel Securities


Admissions are made on a rolling basis, so we encourage you to complete your application now! 
If you have any questions, please reach out to competitions@correlation-one.com.

Sign up here!

Support D-Lab
Join our community of donors by making a gift to D-Lab. Contributions of any size will support free, inclusive workshops and resources for the UC Berkeley community. Give today!

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