Teens build an impressive, college-ready portfolio project that demonstrates their skills to admissions officers, supported by instruction from elite mentors recruited from top universities.
The iD Tech Data Science Academy with Python & Machine Learning offers teens an immersive, two-week experience to explore the complexities of data science and neural networks. Participants will sharpen their coding skills by delving into advanced Python concepts, including cryptography, and develop logic-based programs to solve complex puzzles. A core component involves building and training machine learning models using tools like Google's Teachable Machine, allowing students to understand how AI learns visually.
Throughout the program, teens will explore industry-standard data science concepts, focusing on data visualization and algorithm design. They will utilize powerful libraries such as Tensorflow and Pandas to analyze trends and develop data-driven projects collaboratively. A significant outcome is the creation of impressive portfolio projects, such as sentiment analysis applications, which serve as tangible proof of their skills for college applications and future careers. The curriculum incorporates case studies, simulations, and challenges developed by top universities and industry leaders, providing vital real-world experience and insights into STEM careers.
A typical day involves learning in a lab on the university campus with a balanced schedule of assignment-driven workshops and outdoor or recreational activities.
This academy is ideal for teens aged 13-18 interested in pursuing STEM fields, particularly data science and machine learning, and who want a rigorous, pre-college experience.
Southern Methodist University, 3225 University Blvd., Dallas, TX 75205
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