Applied Data Science with Python for Gifted Middle Schoolers at Bryn Mawr College

Course Description: Applied Data Science with Python for Gifted Middle Schoolers at Bryn Mawr College

Python Programming and Data Science for Gifted Students

Unlock the secrets of the digital world with our Python Programming and Data Science course, designed exclusively for gifted young minds. This summer, empower your child to step into the future of technology and innovation. With a curriculum that blends computer engineering, mathematics, artificial intelligence, and statistics, this course offers a unique opportunity to explore the vast potential of data science and programming.

In this engaging and comprehensive program, students will master the foundational concepts of programming, learning the intricacies of binary computation, problem-solving, algorithms, and data types. Through hands-on experience with Python, they will develop skills in object-oriented design and apply their newfound knowledge to real-world scenarios. From data visualization to machine learning, this course is a gateway to understanding how programming can drive innovation across business, policy, and technology sectors.

Why It is a Great Choice

• Tailored for Gifted Students: This course is specially designed for gifted learners, ensuring a challenging yet supportive environment.

• Practical Application: Students will apply their coding skills to real-world data science projects, enhancing their analytical and problem-solving abilities.

• Interdisciplinary Approach: By integrating principles from various disciplines, students gain a holistic understanding of programming and its applications.

• Portfolio Development: Participants will receive a Course Completion Certificate and a Letter of Recognition, adding value to their academic portfolio.

Location

Our course takes place in a vibrant learning environment that fosters creativity and innovation. While specific venue details are not provided, rest assured that our facilities are equipped with the latest technology to support an immersive educational experience.

Course Description

Python Programming and Data Science

• Foundational Concepts: Dive into the building blocks of programming, including binary computation, algorithms, and data types.

• Python Mastery: Develop proficiency in Python, focusing on object-oriented design and problem-solving.

• Real-World Applications: Use programming skills to tackle data science challenges, applying knowledge to make informed predictions and solutions.

• Interdisciplinary Integration: Explore how computer engineering, math, AI, and statistics converge in the realm of data science.

Admission Criteria

Eligibility for this gifted course is outlined on our FAQ page. A completed program application is required for consideration.

Who Should Attend

This course is ideal for aspiring technology professionals eager to embark on a successful academic and professional journey. It offers a solid foundation in programming fundamentals and helps students evaluate their interest in pursuing a career in this dynamic field.

Benefits

Upon completion, students will receive:

• Course Completion Certificate: A testament to their successful engagement with the summer program Bryn Mawr program.

• Letter of Recognition: Acknowledging their academic achievements and dedication during the course.

Prepare your child for a future of limitless possibilities with our Python Programming and Data Science course. No prior coding experience is required, just a passion for learning and innovation. Join us this summer and watch your child thrive in the world of technology.

🛂 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.

✔️ 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

🎓 Special Note for College-Credit Programs

Students attending college-credit courses at the University of Pennsylvania or The Wharton School are required to obtain an F-1 student visa. The university will issue an I-20 form to support this visa process.

🌍 International Program Fee (Programs Outside the U.S.)

All students — domestic and international — attending programs outside the United States (such as Cambridge or Madrid) are required to pay a $379 International Program Fee.

Exceptions:

• 🇬🇧 UK residents attending Cambridge

• 🇪🇸 Spain residents attending Madrid These students do not pay the fee.

💼 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.

📘 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.

🌎 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.

🏠 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.

🧳 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.

✈ 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.

🕒 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

📚 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

🌟 Gifted Program Structure

Gifted programs offer an advanced academic model featuring:

• Collaborative investigations

• Independent research

• Experiments and project-based learning

• Creative and critical thinking challenges

• Performance tasks and presentations

Instructors adjust pacing and structure based on age and academic level.

🚗 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.

🍽 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

🛡️ 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

📱 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.

🚫 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# 🌟 Gifted Program Eligibility & Requirements

Students applying to Gifted Programs must demonstrate eligibility by submitting one of the following during the application process:

📄 1. Standardized Test Scores

Students may qualify by providing nationally normed scores showing:

• 95th percentile or above in intellectual ability

• 95th percentile or above in academic achievement

• 95th percentile or above in creativity Scores must be from within the last 5 school years*.*

🎓 2. Participation in a Gifted Program

Eligibility can also be demonstrated with documentation from within the last 5 years showing:

• Acceptance into a gifted education program or gifted school

• Participation in a recognized talent search

• Enrollment in an advanced summer enrichment program designed for gifted learners

📝 3. Educator Recommendation

Students may submit:

• A recommendation from one core subject teacher

• English Language Arts

• Mathematics

• Science

• Social Studies

The recommendation should confirm the student’s readiness for advanced academic work.

💻 Technology Requirements for Gifted Courses

Gifted Programs utilize digital platforms for coursework, assignments, and instructor feedback.

Required Device

• A laptop or tablet with internet access is mandatory.

Why a Device Is Required

• Courses use Canvas, an online learning platform

• Students access lessons, resources, and assignments digitally

• Instructors provide personalized feedback through Canvas

• Digital tools support research, creativity, and collaborative learning

• A personal device ensures full engagement with all aspects of the curriculum

📍 Bryn Mawr College – Campus Profile

Bryn Mawr College offers a beautiful, historic, and intellectually vibrant setting ideal for young learners. Known for its enchanting Gothic architecture and peaceful green spaces, the campus creates a warm, inspiring environment where gifted and talented students can thrive academically and socially.

Located just outside Philadelphia, the campus provides easy access to cultural sites, museums, parks, and a welcoming community atmosphere — making it an ideal environment for exploration, creativity, and hands-on learning.

✨ Program Environment

• Designed for gifted, talented, and advanced students in Grades 1–8

• Picturesque campus with architecture reminiscent of classic academic settings

• Nurturing environment that supports curiosity, creativity, and inquiry

• Safe, walkable campus with indoor and outdoor learning and recreation spaces

• Perfect setting for STEAM+, innovation, and multidisciplinary enrichment

🎒 Included in Tuition

• 📘 Academic tuition

• 🍽 Daily lunch at the Dining Commons

• ⚽ Supervised recreation and outdoor play

• 🛡 Full on-campus safety and supervision

🚫 Not Included in Tuition

• 📝 Application fee

• ✈ Flights and transportation

• 💼 Personal spending money

• 🎟 Optional add-on activities (if available)

Closest major airport: Philadelphia International Airport (PHL).

🎡 Top Campus Activities

• ⚽ Supervised outdoor playtime with games and sports (weather permitting)

• 🍽 Lunch daily at the Dining Commons

• 🌳 Mid-class courtyard breaks

• 🎨 Creative indoor activities during hot or rainy weather

• 🤝 Team-building and peer bonding activities

Bryn Mawr College — Google Maps ↗

101 N Merion Ave, Bryn Mawr, PA 19010, United States Google Maps ↗