Data Science Academy with Python & Machine Learning
- Price: Starting at $4,599
- Age: Ages 13-18
- Skill Level: Beginner-Advanced
- Format: iD Tech Academies | Small-Group, On-Campus
- Duration: Two-week program
About This Course
Start with advanced Python concepts to sharpen your coding skills through cryptography. You’ll develop logic-based programs, such as solving complex puzzles and ciphers. Then, build and train machine learning models with Google’s Teachable Machine. Utilize custom datasets to create image classification models like a sign language translator, emotion detector, or virtual drawing game. Through this, you’ll explore data science fundamentals by visualizing data, identifying patterns, and applying algorithms with essential tools like TensorFlow and Keras. Then, collaborate with your peers and culminate your work in a data-driven final project.
You’ll experiment with techniques like text classification and data analysis to model predictions for real-world scenarios, such as building an all-star sports team on a limited budget. Develop your voice in this advancing computer science field!
AI Usage
Students will utilize industry-leading image recognition datasets as they build AI systems and explore machine learning concepts.
You'll learn to:
- Develop advanced Python coding skills with cryptographic puzzles
- Train custom models with integrated machine learning libraries and frameworks
- Explore industry-standard data science concepts through data visualization and algorithm design
- Use Tensorflow and Pandas to analyze trends and develop data-driven projects with your peers
- Build sentiment analysis applications to gain critical thinking and problem-solving skills
Course Format
This machine learning summer camp is part of an intensive 2-week program running Monday through Friday (overnight at most locations with the option to stay the weekend within the two weeks). Your teen will learn in a lab on an inspiring university campus with a balanced daily schedule of assignment-driven workshops and outdoor/recreational activities. Courses are led by experienced instructors in a small-group setting. Learn more below.
Sample Schedule
With techniques used by industry professionals, students will build Python projects, create image recognition models, and analyze the different purposes of machine learning frameworks.
Here’s a sample of what a week in this machine learning course could look like! Please keep in mind that students will progress at varying paces; this is a general outline of key material and the overall student experience.
Portfolio-Boosting Diploma & Transcript
At the conclusion of your teen's course, they will receive an official iD Tech diploma and course transcript outlining the skills they learned over the session.
Elite Staff & Experienced Instructors
Passion for tech. Unmatched expertise. Personality that brings out the absolute best in your student. With 25 years of experience, we know there's no replacement for the best teacher. Each year iD instructors go on to be hired by the most prestigious tech companies in the world like Google, EA, Disney, Microsoft, and more. When your student learns from the best, they’ll unlock opportunities to become their best.
100% USA-based, adult instructors
Recruited from top universities like Stanford, Caltech, and NYU
Rigorous background and reference checks
Robust training programs and certification
Adherence to American Camp Association accredited guidelines
Premier University Locations
Experience this course at one of the world's leading universities—campuses that inspire teens to look to their future in college and beyond. This course is held on campus at:
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