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    Data Science Academy with Python & Machine Learning
    In-person Program

    Data Science Academy with Python & Machine Learning

    by iD Tech

    Explore Python, machine learning, and data science through instructor-led projects, collaborative coding, and a final portfolio showcase.

    Last verified: 7 Oct 2026Reviewed by:SSSean Stevens

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    Data Science Academy at a glance: cost, dates and eligibility

    Current status

    Upcoming

    Eligibility

    Beginner to advanced students

    Age range / Year group

    Ages 13-18

    Location / Region

    Cambridge; New York; Stanford; Pasadena; Seattle

    Cost

    From $4,599

    Duration

    2 weeks

    Format

    In-person

    Next deadline

    Not announced · Next cycle not announced

    Get next-cycle reminder
    Artificial IntelligenceComputer ScienceCybersecurity
    Accommodation: Campus dormitories for overnight students
    Meals: Residential routine: breakfast, lunch, dinner
    Certificate / Outcome: ID Tech diploma, transcript, project portfolio
    Sessions / cadence: Monday-Friday across two weeks
    Campus experience: Labs, campus exploration, recreational activities
    Residential options: Overnight at most locations; weekend option
    Tutors / faculty: Live instructors specializing in machine learning

    Data Science Academy summary

    An iD Tech academy that connects Python programming with machine learning, data science, and practical coding projects.

    Students build models and games, discuss responsible AI design, and collaborate toward a final project and portfolio presentation.

    It suits learners who want instructor support and enjoy testing, debugging, and improving their own work.

    What is Data Science Academy with Python & Machine Learning?

    The Data Science Academy with Python & Machine Learning is iD Tech's campus-based introduction to building with Python, data, and AI. Students explore neural networks, data visualization, algorithm design, and cryptography through instructor-led workshops. The experience combines technical work with campus and recreational activities.

    Projects make abstract concepts tangible: students can train image-classification models, develop coding games, and analyze data to make predictions. Collaboration and project refinement lead into a final portfolio showcase. Discussions of ethics, privacy, and responsible design add context to the technical work.

    Why Succeed highlights Data Science Academy

    • Coding projects connect Python skills with concrete machine learning applications rather than leaving AI as an abstract topic.

    • The curriculum combines technical practice with discussions of ethics, privacy, and responsible design.

    • Small-group teaching and individual attention can help students work through debugging and unfamiliar concepts.

    • A portfolio showcase, saved project files, and a transcript give students tangible material to revisit afterward.

    Who is Data Science Academy for?

    Best for

    Students curious about how coding and data power AI, who enjoy practical projects and learning alongside peers.

    Not ideal if

    You want to focus exclusively on statistical theory or prefer a self-paced course without collaborative workshops.

    Is Data Science Academy worth it?

    The strongest value is the chance to turn interest in AI into working projects with instructor support. Students can leave with a clearer sense of whether they enjoy coding, model-building, and iterative problem-solving. Keeping and improving the project files afterward can extend that learning.

    The curriculum is broad, spanning games, cryptography, web development, and machine learning. Students seeking sustained depth in one narrow data science topic may prefer a more specialized course. Judge the experience by what you learn and can explain, rather than treating its diploma as an admissions advantage.

    Sean, founder of Succeed

    Sean

    Founder, Succeed

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    20 minutes · No obligation to enrol

    A practical overview of cost, accommodation, meals, dates and provider details to review before deciding.

    Cost and what is included

    From $4,599; includes Instructor-led coding and machine learning workshops., Official iD Tech diploma and course transcript., USB containing course project files., Access to installation and setup guides..

    Accommodation

    Campus dormitories for overnight students

    Meals

    Residential routine: breakfast, lunch, dinner

    Provider details

    Review the iD Tech provider page and official sources before making a final decision.

    Dates and logistics

    2 weeks; Cambridge; New York; Stanford; Pasadena; Seattle.

    What to check before committing

    Confirm current dates, payment terms, travel arrangements, cancellation rules and what is included with the provider.

    Compare this program with similar options before deciding on dates, cost, format and fit.

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    How much preparation does Data Science Academy need?

    Effort level

    Intensive, practical learning.

    Best started

    Begin family planning a few weeks before the announced November registration opening, then refresh coding basics before your chosen session.

    Main challenge

    Connecting unfamiliar coding concepts while debugging and collaborating.

    Typical preparation

    • Practice simple Python loops, conditions, and functions to make the opening exercises more familiar.

    • Try a small coding puzzle and note how you find and fix mistakes.

    • Discuss day versus overnight arrangements and campus preferences with your family.

    Useful if

    You want to test your interest in computer science through projects.

    What do students do on Data Science Academy?

    You learn through coding exercises, model-building, and collaborative projects with live instructors. The sample sequence develops from Python fundamentals into machine learning, cryptography, and a final portfolio presentation.

    Step-by-step process

    1. 1

      Practice Python fundamentals by building a text-based game.

    2. 2

      Explore libraries, data sorting, visualization, and algorithms.

    3. 3

      Experiment with neural networks and a drawing-recognition model.

    4. 4

      Build and refine a custom battle arena game.

    5. 5

      Use Python to explore ciphers, hash tables, and cybersecurity.

    6. 6

      Create an interactive web game using HTML and CSS.

    7. 7

      Test and polish your final project with peers.

    8. 8

      Present completed work in a portfolio showcase.

    Data Science Academy dates and deadlines

    Registration opens

    8 November

    Summer 2027 camps and academies.

    Reference date

    Eligibility and requirements

    • Ages 13-18.

    • Beginner to advanced students are welcome.

    How much does Data Science Academy cost?

    Program fee

    From $4,599 — Payment plan available.

    Funding or discounts

    • Payment plan: From $460 initially — Pay the remaining balance in monthly installments.
    • Second-course discount: $50 — Applies to a second course in another topic or for a sibling.
    • Friend referral: $25 credit — Each new referral earns credit; referred friends save $25.

    What's included

    Instructor-led coding and machine learning workshops., Official iD Tech diploma and course transcript., USB containing course project files., Access to installation and setup guides.

    How to apply to Data Science Academy

    1. 1

      Choose the Data Science Academy and a campus offering the course.

    2. 2

      Ask an iD Tech Program Specialist for help with course selection or registration.

    3. 3

      Use iD Tech's official registration checkout to book your selected option.

    4. 4

      Choose the payment plan if you prefer monthly installments.

    Next step with Succeed

    Interested in this programme?

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    What does Data Science Academy cover?

    The program covers the following focus areas.

    Python programming

    Practice conditions, loops, functions, classes, and libraries through coding games and puzzles.

    Machine learning models

    Train custom models and explore image classification with Teachable Machine and neural networks.

    Data science

    Explore data visualization, algorithms, trend analysis, and prediction using tools including TensorFlow and Pandas.

    Cryptography and cybersecurity

    Use Python to investigate ciphers, encryption, hash tables, and search techniques.

    Interactive projects and responsible AI

    Build and present collaborative projects while discussing ethics, privacy, and responsible design.

    Curriculum may be adjusted based on participant interests and current developments.

    What is a typical day on Data Science Academy?

    A typical day during the program.

    Breakfast and instruction

    Breakfast at 8:00 am; instruction begins at 9:00 am and lunch is at noon.

    Exploration and lab work

    Campus activities begin at 1:00 pm, followed by instruction at 2:00 pm.

    Dinner and social time

    Dinner and activities start at 6:00 pm, with supervised social time at 8:00 pm.

    Dormitory bedtime

    The residential sample routine has lights out at 10:00 pm.

    Who teaches on Data Science Academy?

    Live iD Tech instructors specializing in machine learning teach the course, with recruitment from universities including Stanford, Caltech, NYU, and Carnegie Mellon. The provider describes adult US-based instructors who undergo background and reference checks, training, and certification.

    Small classes provide individual attention and allow students to progress at different paces.

    Where do students stay on Data Science Academy?

    Residential plan

    • Campus dormitories: The academy sample routine describes sleeping in dorms with a 10:00 pm lights-out time.
    • Dining hall meals: The residential sample day includes breakfast, lunch, and dinner in campus dining halls.
    • Evening supervision: Students have supervised time to relax and socialize with peers.
    • Campus exploration: Academy activities include exploring campus and spending time with fellow students.

    Non-residential plan

    • Day option: iD Tech Academies also offer a day format.

    The course describes overnight options at most locations and an option to stay between the two instructional weeks.

    What happens after Data Science Academy?

    After completing this program, participants often pursue:

    Receive an official iD Tech diploma and course transcript.

    Leave with a portfolio tailored to the course topic.

    Keep project files on a USB for continued development.

    Use installation and setup guides to continue working independently.

    Earn 4,667 XP toward the iD Tech Pathway.

    Where does Data Science Academy take place?

    The course lists the MIT campus in Cambridge, NYU-Washington Square in New York, Stanford University, Caltech in Pasadena, and the University of Washington in Seattle. Learning takes place in campus labs, with recreational activities alongside workshops.

    iD Tech delivers the program independently; the host universities do not sponsor or affiliate with it.

    Data Science Academy FAQs

    Yes. The course welcomes beginner to advanced students, with small classes, individual attention, and room to learn at different paces.

    Students explore Python, machine learning, data visualization, algorithm design, cryptography, and cybersecurity. Projects also introduce image classification and interactive web pages.

    Live iD Tech instructors specializing in machine learning teach the course. The provider recruits instructors from universities including Stanford, Caltech, NYU, and Carnegie Mellon.

    Students receive an official iD Tech diploma, a course transcript, and a USB containing their project files. Installation and setup guides support continued work afterward.

    iD Tech Academies offer day and overnight options. The course describes overnight stays at most locations, with an option to stay over the weekend between the two instructional weeks.

    No. iD Tech delivers the program on university campuses; the host universities do not sponsor or affiliate with its programs.

    Yes. The course FAQ describes an initial payment from $460 per student, followed by monthly installments for the balance.

    Alternatives to Data Science Academy

    Compare these related options if you prefer software development or a stronger mathematical focus.

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    Students preferring online quantitative study

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    Sean Stevens

    Content reviewed by

    Sean Stevens

    Co-founder, Succeed | Founder, Immerse Education (2012–2026)

    Sean works at the intersection of academic enrichment, program quality and university preparation, with expertise in evaluating pre-university experiences for ambitious secondary school students.

    View author page

    Sources & verification

    Source types reviewed

    • Sorry, this page doesn't exist.
    • iD Tech Help Center
    • iD Tech 2026 Programs Brochure
    • Contact Us | iD Tech Phone Number & Email
    • Download a Brochure | iD Tech
    • Machine Learning Summer Camp | Neural Network Coding Course for Teens | 2026

    Succeed uses official provider information where available, but keeps this public page focused on comparison and planning inside Succeed.

    What we verified (on 7 Oct 2026)

    • Official course page checked

    • Age and skill levels reviewed

    • Course-specific starting price checked

    • Campus list reviewed

    • Sample curriculum reviewed

    • Diploma and transcript confirmed

    How Succeed uses this information

    We use source material to verify core facts, then show older cycle dates as reference when a current cycle is not available. Always check current application instructions before applying.