Below are resources for educators and students interested in the study of statistics and data science. In particular, check out the summer programs in the high school and undergrad sections, where we have gathered info on available opportunities. If you know of any programs or resources that aren’t listed here, please let us know by emailing [email protected]!
Resources for Educators
- The American Statistical Association has a list of education resources for K-12 educators, undergraduate faculty, and graduate faculty.
- The American Statistical Association also has K-12 lesson plans on their Statistics Education Web page.
- The NYTimes Learning Network posts a weekly “What’s Going On in This Graph?” activity throughout the school year, which can be adopted as a classroom exercise to provide examples of math and statistics in the real-world.
- This PBS Teachers’ Lounge article provides a guide to help high school students find opportunities in research and STEM.
- The RStudio Education blog includes resources for teachers looking to teach data science using R and RStudio.
- Seeing Theory introduces probability and statistical theory using accompanying visuals.
- Skew the Script offers free high school statistics (and other math) curriculums that teach mathematical reasoning and critical thinking in relevant, engaging ways.
- StatisticsTeacher.org is an online journal by the American Statistical Association that supports the teaching and learning of statistics for students K-12. The journal includes resources for assessment, technology, and lesson planning.
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The Journal of Statistics Education is a peer-reviewed journal published by the American Statistical Association that provides information regarding statistics education at all levels.
- We recommend reading Creating and Sustaining Effective Pipeline Initiatives to Increase Diversity in Biostatistics: The ENAR Fostering Diversity in Biostatistics Workshop by Benn et al (2020).
- This is Statistics has resources for educators, including lesson plans, webinars, and online courses for teaching statistics online during the pandemic.
- Young Data Scientists League sponsors the free Young Data Scientists Quest bootcamp team program for middle school + high school student/teacher groups, and hosts the Bridges to Data Science report.
- The Quantitative Public Health Data Literacy Training is a free 4-week bootcamp that aims to teach those living in and working with underserved communities the data analytics skills needed to make sense of quantitative public health information being shared by media sources and government entities and to help advocate for at-risk populations.
Resources for Students
- Biostatistics for All offers summer programs and scholarships for all educational levels, along with career resources, and online courses.
- The Quantitative Public Health Data Literacy Training is a free 4-week bootcamp that aims to teach those living in and working with underserved communities the data analytics skills needed to make sense of quantitative public health information being shared by media sources and government entities and to help advocate for at-risk populations.
High school
Statistics/Data science summer programs for high school students
- The Data and Computing Summer Lab at the University of Chicago is a 10-week long summer research opportunity for high school and undergraduate students focusing on rigorous, applied, interdisciplinary data science research and rooted in a cohort community. The deadline is typically in February.
- Data Science in Action is a weeklong summer introduction to computer programming and machine learning for high school students. The course is held at the Harvard School of Public Health in Boston, MA. Students from underrepresented minorities and low-income backgrounds are encouraged to apply.
- StatStart is a one-month long summer course in biostatistics and computing for high school students from underrepresented minority and low-income backgrounds. The course is held at the Harvard School of Public Health in Boston, MA. The deadline is typically in May.
- The two-week Young Scholars summer program is held annually by the Yale Center for Analytical Sciences. Rising high school juniors and seniors are introduced to statistical methods and study designs for medical research, as well as statistical programming in R. The deadline is typically in April.
- Applied Research Innovations in Science and Engineering (ARISE) is a STEM research summer program offered by NYU Tandon School of Engineering to 10th and 11th grade New York City students lacking sufficient access to STEM learning opportunities. The seven-week program includes research in NYU labs, mentoring, college prep and advisement, and a stipend for completing the program.
Other resources
- The two-day Fostering Diversity in Biostatistics is held annually at the ENAR spring meeting in March. The event includes programming for high school, undergraduate and graduate students in statistics, and is aimed at connecting underrepresented minority students with professional biostatisticians. Registration for the event is typically in February.
- Latinx and Hispanics in the Mathematical Sciences (Lathims) showcases the contributions of Latinx and Hispanic mathematicians every year during Hispanic Heritage Month.
- Mathematically Gifted & Black honors black mathematicians during Black History Month each year. The Mathematically Gifted & Black website also features resources for kids, books, and a list of organizations aimed at improving the visibility of Black mathematicians.
- RLadies NYC, a chapter of RLadies Global, offers monthly meet ups on all things R, including technical content and professional development. Events are open to all.
Undergraduate
Statistics/Data science summer programs for undergraduate students
- Memorial Sloan Kettering’s Quantitative Summer Undergraduate Research Experience (QSURE) provides hands-on skills in biostatistics, epidemiology, health outcomes, and/or computational oncology. Each student is paired with an expert mentor to work on an individual, data-driven research project that aims to answer pressing questions in cancer. Applications are typically due in mid-January. Students from underrepresented minorities and low-income backgrounds are encouraged to apply.
- The Summer Institute in Biostatistics (SIBS) offers a summer course for undergraduate and early graduate students focused on foundational training in public health, biostatistics, statistical genetics and epidemiology. The SIBS program is offered at several universities in the US.
- The Columbia University Biostatistics and Epidemiology Summer Training (BEST) program introduces students from historically underrepresented groups to the field of biostatistics. Applications are typically due in March.
- The Department of Biostatistics at the Harvard T.H. Chan School of Public Health offers a Summer Program in Biostatistics & Computational Biology for undergraduates from underrepresented groups. This 6-week program is designed to expose students to the use of quantitative methods for biological, environmental, and medical research. Applications are typically due in late February or early March.
- The Department of Epidemiology at the Harvard T.H. Chan School of Public Health offers a Summer Program in Epidemiology and Biostatistics for undergraduates from underrepresented groups. Participants gain exposure to the field of public health through coursework, lectures, and research projects. Applications are typically due in late February or early March.
- The Data and Computing Summer Lab at the University of Chicago is a 10-week long summer research opportunity for high school and undergraduate students focusing on rigorous, applied, interdisciplinary data science research and rooted in a cohort community. The deadline is typically in February.
- The David H. Blackwell Summer Scholars Program at the University of Illinois offers research experience for undergraduate students interested in statistics, data science and mathematics. The application deadline is typically in March.
- New York University’s Pathways into Quantitative Aging Research Summer Program is a six-week intensive program aimed towards members of an underrepresented group (as defined by the NIH) who are current undergraduates or recent graduates. Travel to and from NYC will be covered and a stipend is provided to students. Applications are typically due mid-February.
- The Summer Internship for Underrepresented Undergraduates at Vanderbilt University is a six-week internship that works to expose methods for public health and biomedical research to underrepresented undergraduate students (U.S. citizens only) who have completed at least one year of study. The deadline for this application is typically late-February.
- Georgetown University’s SPATIAL-Stats program is an eight-week intensive program aimed at promoting active learning and problem solving for incoming sophomore, junior, or senior undergraduates (U.S. citizens only) who have completed at least one math or data science course. The deadline for applying is typically in late-March.
Other resources
- The American Statistical Association Committee on Minorities in Statistics (ASA CMS) hosts several events for members of minority groups that have historically been underrepresented in statistics. The Diversity Monitoring Program is part of the annual Joint Statistical meetings and is open to early-career and graduate student statisticians. Applications are due annually in May. ASA CMS also hosts StatFest, a free two-day event held annually in September aimed at encouraging historically underrepresented undergraduate students to consider careers in statistics.
- The biennial Blackwell-Tapia Conference showcases research by minority researchers and includes an award for role model for mathematical students from underrepresented minority groups or who has significantly contributed to improving representation in the field of statistics. The next conference will be held November 2021 in Berkeley, California.
- The Center for Scientific Diversity at the Icahn School of Medicine at Mount Sinai was founded to increase representation and success of historically underrepresented groups in statistics. The Center offers research opportunities for undergraduate and graduate students who are interested in STEM. See their website for current opportunities and contact information.
- ChickTech offers mentoring, and workshops on coding, technical writing, and more for high school girls in STEM. Interest forms are due annually in March.
- The two-day Fostering Diversity in Biostatistics is held annually at the ENAR spring meeting in March. The event includes programming for high school, undergraduate and graduate students in statistics, and is aimed at connecting underrepresented minority students with professional biostatisticians. Registration for the event is typically in February.
- Latinx and Hispanics in the Mathematical Sciences (Lathims) showcases the contributions of Latinx and Hispanic mathematicians every year during Hispanic Heritage Month.
- Math Alliance creates programming aimed at supporting historically underrepresented undergraduate students who are interested in statistics. In 2021, programs included a Career Paths Workshop and a Field of Dreams Conference. See their website for program information and deadlines. The City University of New York (CUNY) maintains the NYC Chapter of Math Alliance.
- Mathematically Gifted & Black honors black mathematicians during Black History Month each year. The Mathematically Gifted & Black website also features resources for kids, books, and a list of organizations aimed at improving the visibility of Black mathematicians.
- RLadies NYC, a chapter of RLadies Global, offers monthly meet ups on all things R, including technical content and professional development. Events are open to all.
- Society for Advancement of Chicanos/Hispanics and Native Americans in Science (SACNAS) has several programming opportunities for Chicano/Hispanic and Native American undergraduate college students and working professionals, including Community College Days, conferences, webinars, and leadership programs.
Graduate
Statistics/Data science summer programs for undergraduate students
- The Summer Institute in Biostatistics (SIBS) offers a summer course for undergraduate and early graduate students focused on foundational training in public health, biostatistics, statistical genetics and epidemiology. The SIBS program is offered at several universities in the US.
Other resources
- The American Statistical Association Committee on Minorities in Statistics (ASA CMS) hosts several events for members of minority groups that have historically been underrepresented in statistics. The Diversity Monitoring Program is part of the annual Joint Statistical meetings and is open to early-career and graduate student statisticians. Applications are due annually in May. ASA CMS also hosts StatFest, a free two-day event held annually in September aimed at encouraging historically underrepresented undergraduate students to consider careers in statistics.
- The biennial Blackwell-Tapia Conference showcases research by minority researchers and includes an award for role model for mathematical students from underrepresented minority groups or who has significantly contributed to improving representation in the field of statistics. The next conference will be held November 2021 in Berkeley, California.
- The Center for Scientific Diversity at the Icahn School of Medicine at Mount Sinai was founded to increase representation and success of historically underrepresented groups in statistics. The Center offers research opportunities for undergraduate and graduate students who are interested in STEM. See their website for current opportunities and contact information.
- The two-day Fostering Diversity in Biostatistics is held annually at the ENAR spring meeting in March. The event includes programming for high school, undergraduate and graduate students in statistics, and is aimed at connecting underrepresented minority students with professional biostatisticians. Registration for the event is typically in February.
- Enhancing Diversity in Graduate Education (EDGE) offers a summer programing for women applying to PhD programs or who just completed their first year as a PhD student in the mathematical sciences. The four-week summer program takes place at a different university each year and includes courses in linear algebra, pure and applied mathematics, as well as visiting lectures. EDGE also sponsors regional mentoring clusters for women in mathematical sciences graduate programs.
- Latinx and Hispanics in the Mathematical Sciences (Lathims) showcases the contributions of Latinx and Hispanic mathematicians every year during Hispanic Heritage Month.
- Mathematically Gifted & Black honors black mathematicians during Black History Month each year. The Mathematically Gifted & Black website also features resources for kids, books, and a list of organizations aimed at improving the visibility of Black mathematicians.
- RLadies NYC, a chapter of RLadies Global, offers monthly meet ups on all things R, including technical content and professional development. Events are open to all.