This class is taught in English.

Class goals:
Foundations of Machine Learning: Understand the fundamental principles of machine learning and how computers learn patterns from data. 

Computer Science: build up you computer knowledge Through beginners coding- no coding experience needed

Exploration of Environmental Data: Dive into the world of environmental data, exploring datasets related to ecosystems, wildlife, and sustainability.

Hands-On Projects: Engage in practical, hands-on projects that allow students to apply machine learning concepts to real-world data sets. These projects are carefully crafted to be both educational and environmentally conscious.

App Development: Experience the thrill of creating a machine learning app from scratch. From conceptualization to execution, students will learn the step-by-step process of designing an app that addresses a personally relevant environmental problem.

Problem-Solving with AI: Tackle real-world challenges faced by the environment and society using AI. Tech Eco Explorers will develop problem-solving skills as they design AI solutions for issues close to their hearts.

Culminating Project:
The pinnacle of the course is the design and development of a machine learning app. Students will have the opportunity to showcase their creativity and problem-solving abilities by creating an app that addresses a specific environmental concern. This project not only reinforces their learning but empowers them to make a positive impact in their community. This project will show off their newfound computer skills. 

As your instructor, I bring a unique blend of real-world experience as an AI Product Manager to the Tech Eco Explorers class. With a background in guiding AI product development from conception to deployment, I offer valuable insights into the practical applications of artificial intelligence.

As an AI Product Manager, I've navigated the intricate landscape of machine learning, developing solutions that not only meet industry standards but also contribute to positive societal and environmental impact. My expertise lies in translating complex AI concepts into accessible knowledge, ensuring students grasp the fundamentals while gaining a profound understanding of how AI can be a force for good.

By sharing my experiences in crafting AI solutions for diverse challenges, I aim to inspire the next generation of Tech Eco Explorers to harness the potential of AI in addressing environmental issues. Join me on this exciting journey where technology meets conservation, and let's explore the possibilities together!

Homework Offered
In addition to our engaging in-class activities, I will offer optional videos and activities to fuel your curiosity and deepen your exploration of the subject. Feel free to revisit any in-class activities at your own pace, and for those seeking an extra challenge, certain weeks will present the opportunity to tackle more advanced levels of the activities. Embrace the flexibility to tailor your learning journey and stretch your understanding of the material. The choice is yours, and I'm here to support your educational adventure!
0 - 1 hours per week outside of class
Assessments Offered
Grades Offered