EXPLO Pre-College + Career (Grades 10–12): AI + Machine Learning (College Level Curriculum)

    EXPLO Pre-College + Career (Grades 10–12): AI + Machine Learning (College Level Curriculum)


    • Listing Type: Summer Programs
    • Program Delivery: Residential
    • Provided By: Independent Provider
    • Session Start: July
    • Session Length: Two Weeks
    • Entering Grade: 10th, 11th, 12th
    • Gender: Coed
    • Category: STEM
    • Sub-Categories: STEM, Computer Science, Work Experience, Career Exploration, Artificial Intelligence
    • Selective: No
    • Ages: 15, 16, 17, 18
    • Minimum Cost: > $3,000
    • Credit Awarded: No
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    Explore AI by completing real-world projects created exclusively for EXPLO by the experts — and earn college credit in the process.

    • Write machine learning code and get first-hand feedback from experts from Rapid7 security firm on the reliability of your code
    • Analyze the bias in AI facial recognition software
    • Learn to identify and combat “Deepfakes”
    • Learn how AI plays a role in vaccine development

    College credit is available through Sarah Lawrence College. Learn more.


    • Bias in AI — Analyze AI software, such as the facial recognition or voice automation built into many smartphones, and investigate if its functionality is compromised due to bias in the underlying dataset it’s built on.
    • Deep Fakes — A video surfaces of a foreign nation state leader pledging an immediate nuclear attack on US soil. Within minutes, it’s gone viral, and the US military mobilizes. Later, the video is debunked by leading AI scientists as a deep fake. Learn to identify and combat these deep fakes as they become increasingly sophisticated, prevalent, and dangerous.
    • COVID-19 Vaccine Case Study — Discover how some of the world’s best minds harnessed the power of artificial intelligence to develop a COVID-19 vaccine on an unprecedented timescale — and what some of those same scientists now say about future applications of the technology for other long-standing biomedical challenges.
    • Machine Learning Project — Write machine learning code that produces insightful results from a large dataset. To ensure its reliability and security, get personalized feedback from expert partners in AI and machine learning industries.

    Artificial intelligence (AI) and machine learning are the dawnings of a new era in human history. These technologies harness our mental and cognitive abilities to a degree not seen since the technological advances of the industrial revolution helped us harness our physical abilities. The impact is already felt in nearly every industry and facet of life, from biotechnology and medicine to climate change and the future of democracy. The technology we create helps us unlock insights about everything from our own daily decisions and behaviors to large global systems. While dystopian scenarios like the ‘robots taking over’ may spring to mind, the reality is: how this civilization-altering technology unfolds is well within our hands, and is being shaped by the ethical and technological decisions we make today. 

    In EXPLO Artificial Intelligence, address these important decisions through discussions, case studies, coding experiments, and creative projects. Connect with the data scientists, researchers, business leaders, AI activists, and artists who are navigating the impacts of AI as we speak. In addition, consider issues of bias, equity, privacy, security, and more as you design and implement your own machine learning process.

    College credit is available through Sarah Lawrence College. Learn more.