Data Science for High Schoolers at Dartmouth

Course Description: Data Science for High Schoolers at Dartmouth

Data Science: Transforming Insights into Innovations

Unlock the power of data and step into the future with our Data Science course, where the art of data inference meets the science of algorithm development and technology. This course is your gateway to transforming raw data into meaningful insights and pioneering innovations. Designed for aspiring data scientists, this program blends theoretical knowledge with practical application, equipping you with the skills to thrive in today's data-driven world.

Why It is a Great Choice

• Gain a comprehensive understanding of data science, from Python programming to advanced data analysis techniques.

• Develop critical thinking and problem-solving skills specific to data science.

• Engage in hands-on projects with real-world datasets to convert data into actionable intelligence.

• Receive a branded Course Completion Certificate and a Letter of Recognition to bolster your academic portfolio.

Instructor:Christian Darabos, PhD

Instructor Bio

Dr. Christian Darabos is a leader in the field of research computing and data science. He oversees a team at Dartmouth College that supports advanced computing, data storage, and innovative technologies for groundbreaking research across many disciplines. With a double Ph.D. in Business Information Systems and Molecular Biotechnologies, Dr. Darabos brings a unique blend of expertise in technology and science to his work. Beyond his professional leadership, Dr. Darabos is a passionate educator. At Dartmouth's Geisel School of Medicine, he teaches graduate courses on data science and computational research, emphasizing hands-on, practical learning. As a published scientist, he has developed tools and systems for analyzing complex datasets and continues to explore cutting-edge topics like artificial intelligence and biomedical informatics.

Dr. Darabos is excited to bring his enthusiasm for innovation and education to high school students, helping them discover the exciting possibilities in science, data, and technology through engaging, real-world experiences.

Location

Immerse yourself in a vibrant learning environment at Dartmouth, where the campus fosters a community spirit that encourages exploration and discovery. The course is part of the prestigious Dartmouth Summer Scholars program, providing you with a university-level educational experience.

Course Description

Proficiency in Python for Data Science

Begin your journey with Python, the cornerstone of data science. Gain hands-on experience in data structures and master essential libraries like Pandas and NumPy, setting a strong foundation for your data science toolkit.

Fundamentals of Data Analysis and Visualization

Explore the art of data interpretation through exploratory data analysis (EDA). Learn to create meaningful visualizations using tools like Matplotlib and Seaborn, turning complex data into compelling stories.

Introduction to Natural Language Processing (NLP)

Dive into the interdisciplinary world of NLP, where computational methods meet linguistic insights. Learn to process and analyze text data, perform sentiment analysis, and create visual representations like word clouds.

Execution of Data Science

Apply your knowledge through daily exercises and culminate your learning in a comprehensive project. Reflect on your discoveries and demonstrate your ability to execute data science techniques effectively.

Critical Thinking and Problem-Solving in Data Science

Hone your analytical skills by approaching problems with a data-driven mindset. Learn to question assumptions and interpret results within context, preparing you for real-world data challenges.

Admission Criteria

To ensure a successful learning experience, students must demonstrate STEM knowledge and have completed at least Algebra and Geometry. A recommended GPA of 3.5 or above in a related field is preferred. Ideal candidates will showcase their interest through honors or AP-level coursework. A completed Summer Institute application, including thoughtful responses to short-answer questions, is required.

Who Should Attend

This course is perfect for aspiring data scientists eager to embark on a successful academic and professional journey. It will introduce you to the fundamentals of data science, helping you determine if a career in technology and data science aligns with your aspirations.

Benefits

Upon completion, students will receive a Branded Course Completion Certificate and a Letter of Recognition from Summer Institute, acknowledging your academic achievements and enhancing your academic portfolio.

Prepare to embark on a transformative journey in data science, where you'll gain the skills and insights to lead in an information-rich world. Join us and redefine what’s possible with data.

🛂 Visa Requirements for International Students

🌎 Students NOT in the U.S. Visa Waiver Program

If your home country is not one of the 40 countries in the U.S. Visa Waiver Program, you will need a B-2 Visitor Visa to attend the program.

The B-2 visa is for tourism and short-term study (under 16–18 hours of classes per week).

After enrollment, you will receive a Letter of Introduction to help support your visa application.

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✔️ Students IN the U.S. Visa Waiver Program

If your country is on the Visa Waiver Program list, you do not need a visa.

However, you must apply for an ESTA (Electronic System for Travel Authorization) before entering the U.S.

Apply here: https://esta.cbp.dhs.gov/esta

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💼 What the International Program Fee Covers

• 📄 Visa support and pre-arrival communication

• 🚌 Transportation to and from campus

• 🕑 24/7 arrival and departure assistance

• 🏥 International medical/health insurance while abroad

• 📱 Help securing a local phone number or SIM card if needed

🌍 International Fees & Support

💵 International Registration Fee (U.S. Programs)

Students whose primary residence is outside the United States will be charged an International Registration Fee when attending a U.S.-based program.

This fee includes:

• 📄 Visa support and pre-arrival communication

• 🚌 Transportation to and from campus

• 🕑 24/7 arrival and departure assistance

• 🏥 Medical/health insurance for international students

• 📱 Help obtaining a U.S. SIM card or phone plan

Note: This fee is mandatory and non-refundable, even if the student does not use all services.

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📘 Academic Reports & College Credit

📝 Student Performance Reports

After the program ends, students receive:

• Detailed course performance summaries

• Instructor feedback

• Recommendations for continued growth

Reports can be mailed to a student’s school upon written parent request.

🎓 College Credit Programs

Students enrolled in credit-bearing classes receive:

• A grade report

• Instructions for requesting a university transcript

Acceptance of credits depends on the receiving university’s policies.

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🌎 International Student Community

Programs welcome a diverse and global student population each summer:

• 🌐 About 30% of students come from outside the U.S.

• 🌍 Representing 50–60 countries

This creates a vibrant, multicultural learning experience.

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🏠 Housing & Roommate Matching

Students complete a personal profile in the spring to assist with roommate assignments.

Matching is based on:

• Interests

• Personality

• Sleeping habits

• Age group

Roommate Requests:

• Must be mutual

• Must be same age group and gender

• Not guaranteed, though campus staff make every effort

Cultural diversity is encouraged, and many roommates come from different countries.

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🧳 What to Bring

Students should pack essentials for at least one week.

Recommended:

• Clothing for warm and cool weather

• Basic school supplies

• Personal toiletries

• Laundry supplies

Spending Money:

• $100–$150 per week (snacks, lunches, souvenirs)

• Debit card recommended for ATM withdrawals

• Credit card for emergencies

• Avoid carrying large amounts of cash

Note: Some campuses provide bedding. A campus-specific packing list will be available after enrollment.

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✈ Travel & Airport Transportation

Programs do not arrange flights.

🚌 Airport Shuttles

Shuttle transportation (additional fee) is available to/from designated airports.

Details are included in the pre-summer transportation form.

Students must arrive/depart within scheduled shuttle windows to use this service.

• For international students, the international registration fee is $379 (residential) OR $239 (commuter) – this fee covers a medical policy for the student and their airport transfers.

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🕒 A Typical Day on Campus (Residential Programs)

A structured, activity-filled day may look like:

• 8:00 AM – Wake Up 🌅

• 8:30 AM – Breakfast 🍳

• 9:30–11:30 AM – Morning Course / Academy 📘

• 11:45 AM – Lunch 🍽

• 1:00–3:00 PM – Afternoon Course / Academy 🧪

• 3:30 PM – Activities, Social Time, or Study Hall 🎉

• 6:00 PM – Dinner 🍝

• 8:00 PM – Evening / Primetime Activities 🌆

• 10:30 PM – Return to Residence Halls 🏠

• 11:30 PM – On Floors 🌙

• 12:00 AM – In Rooms / Lights Out 😴

Activities may include:

shopping • sports • beaches • museums • movies • comedy shows • concerts • local events

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📚 Academic Experience (Enrichment & College Prep)

Programs emphasize:

• Small, interactive classes

• Supportive, enthusiastic instructors

• Hands-on learning and real-world experiences

• Field trips connected to course themes

• A wide choice of enrichment or academic courses

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🚗 Day Students (Non-Residential)

Day students follow the regular campus schedule to align with meals and activities.

Standard Schedule (Monday–Friday):

• Drop-Off: 8:30 AM

• Pick-Up: 6:00 PM

Times may vary by campus.

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🍽 Special Dietary Needs

Special meals and dietary accommodations are available.

Requirements:

Parents must complete a dietary information form during pre-arrival.

Residential & Standard Programs:

Notify the Residential Life Dean of dietary restrictions.

Day Programs (Younger Students):

Parents should inform the Program Director on-site.

Common accommodations include:

• Allergy-friendly meals

• Vegetarian/vegan options

• Gluten-free meals

• Religious dietary needs

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🛡️ Campus Safety & Supervision

Student safety is the top priority.

Safety Measures:

• Staff and counselors live on student floors

• 24/7 supervision

• Key-card residence hall access

• Daily check-ins and room checks

• Visitors must check in at the program office

• Students may move only in small groups

• Students may never leave campus alone

• Older students (14–18) may have limited group movement privileges

• 24/7 access to medical care

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📱 Emergency Communication & Response

Campus teams monitor:

• Weather

• Local events

• Road closures

• Any conditions that affect student safety

If needed, programs may:

• Move classes

• Adjust or reroute activities

• Avoid specific areas

Students receive:

• Daily notifications

• Safety messages

• Emergency push alerts

A dedicated Campus Emergency Line connects students to on-site directors.

International students receive support obtaining a local SIM card for reliable communication.

All students attend a mandatory orientation within the first 24 hours covering emergency procedures.

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🚫 Movement Policies & Program Rules

To maintain a safe, positive environment:

• Students and staff may not participate in protests

• All off-campus trips are fully chaperoned

• Security may be increased with campus police or external teams if needed

• Staff monitor all on- and off-campus locations and adjust plans immediately if necessary

📍 Dartmouth College – Campus Profile (Hanover, NH)

Dartmouth College, founded in 1769, is a distinguished Ivy League institution known for its deep academic tradition, research excellence, and strong sense of community. Set within the picturesque town of Hanover, New Hampshire, Dartmouth offers an inspiring environment for motivated students seeking challenge, intellectual exploration, and personal growth.

Surrounded by quintessential New England beauty, the campus features a blend of historic and contemporary architecture, including iconic spaces such as the Baker-Berry Library. Hanover’s walkable Main Street adds to the experience with cafés, shops, restaurants, and a welcoming small-town charm. The region also offers abundant outdoor recreation, including trails, parks, and access to the Connecticut River.

Students join a vibrant community of learners, take part in a range of academic academies, and benefit from small class sizes led by experienced instructors. The program encourages both academic achievement and social development, offering a balanced schedule of coursework, activities, and excursions designed to help students grow as scholars and individuals.

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✨ Program Environment

• Ideal for high-achieving high school students considering selective universities

• Academically rigorous curriculum taught by knowledgeable instructors

• Opportunities to explore multiple subjects across a wide variety of academies

• Supportive environment that encourages independence, collaboration, and intellectual curiosity

• Beautiful, safe, and walkable campus surrounded by natural landscapes

• Perfect blend of academics, recreation, and community engagement

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🎒 Included in Tuition

• 📘 Academic tuition

• 🏨 Housing

• 🍽 Three meals per day, 7 days per week

• 🎡 Afternoon, evening, and weekend activities and excursions

• 🚐 Transportation for all included activities

• 🏋️ Access to athletic and recreation facilities

• 🎓 College admissions presentation

• 🛌 Linens (two full sets including sheets, blanket, pillow, and towels)

• 🧺 Laundry (detergent/softener not provided)

• 🛡 Full campus safety and supervision

Note: Some specialized courses may require additional academic fees.

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🚫 Not Included in Tuition

• 📝 Application fee

• ✈ Airfare and airport transfers

• 🍽 Meals eaten off campus

• 💼 Personal spending money

• 🏥 Medical expenses

• 🎟 Supplemental academic fees (if applicable)

A standard international program fee applies for international students.

Closest airport: Boston Logan International Airport (BOS).

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🎡 Top Activities in Hanover, New Hampshire

• 🖼 Hood Museum of Art

• 🎮 Dave & Buster’s

• ⚾ Fisher Cats Minor League Baseball Game

• 🛍 Shopping at the Mall of New Hampshire

• 🎢 Six Flags New England

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🎉 Top Campus Activities

• 🎧 Silent Disco and Live Band Karaoke

• 🎭 Variety performances featuring comedians, hypnotists, mentalists, and magicians

• 🎨 Clubs: arts, baking, sports tournaments, leagues, and game nights

• 🍔 End-of-summer BBQ with lawn games and music