Students will create their own artificial intelligence like chatbots, natural language processing, and recommendation systems. Use AI tools like Machine Learning to create smart programs like chatbots in scratch and utilize Google Assistant to create gender recognizers, or recommend movies. Artificial Intelligence and automation are expected to replace nearly half of all jobs that are currently done by 16-24-year-olds. Get ahead of this trend by learning how the machines that will do those jobs work! At the beginning of the week, students will get a chance to explore the world of artificial intelligence and machine learning, understanding how it affects our lives today and how it can be used for projects. Students also learn the basics of coding in Python. By the end of the week, students will have learned the foundations of programming and training machine learning models, image recognizers, and practiced coding fundamentals.
Students will create their own artificial intelligence like chatbots, natural language processing, and recommendation systems. Use AI tools like Machine Learning to create smart programs like chatbots in scratch and utilize Google Assistant to create gender recognizers, or recommend movies. Artificial Intelligence and automation are expected to replace nearly half of all jobs that are currently done by 16-24-year-olds. Get ahead of this trend by learning how the machines that will do those jobs work! At the beginning of the week, students will get a chance to explore the world of artificial intelligence and machine learning, understanding how it affects our lives today and how it can be used for projects. Students also learn the basics of coding in Python. By the end of the week, students will have learned the foundations of programming and training machine learning models, image recognizers, and practiced coding fundamentals.
Students will create their own artificial intelligence like chatbots, natural language processing, and recommendation systems. Use AI tools like Machine Learning to create smart programs like chatbots in scratch and utilize Google Assistant to create gender recognizers, or recommend movies. Artificial Intelligence and automation are expected to replace nearly half of all jobs that are currently done by 16-24-year-olds. Get ahead of this trend by learning how the machines that will do those jobs work! At the beginning of the week, students will get a chance to explore the world of artificial intelligence and machine learning, understanding how it affects our lives today and how it can be used for projects. Students also learn the basics of coding in Python. By the end of the week, students will have learned the foundations of programming and training machine learning models, image recognizers, and practiced coding fundamentals.
This course is one of our flagship Tech Camp experiences, infused with hands-on, project-based learning, designed to equip students with 21st-century technology skills. Students will engage in real-world problem solving and collaborate with fellow students to create solutions to some of the world’s biggest problems.
By the end of this course:
Students will be able to…
interact with the python shell and run machine learning & AI projects
define functions, identify variables and program small scripts
run AI projects and identify common problems that AI helps solve
test common AI problems such as binary classification and image recognition
Students will create…
python games, such as rock-paper-scissor
interact with Jupiter visualizations
train AIs
Course content
Unit 1: Introduction to Programming 1.1 Introduction to AI & Principles of Python 1.2 Data Type and Variables in Python 1.3 Functions
Unit 2: Data Processing, Visualization, and Logic 2.1 Data Exploration 2.2 Conditionals
Unit 3: Data pipeline and AI 3.1 Arrays & Iterations 3.2 Designing a Smart Classroom 3.3 Testing a Binary Model
Unit 4: Projects 4.1 Image Classification – unplugged 4.2 Projects
Computer:
Laptop or desktop computer running Windows or macOS that meets the minimum specifications of the hardware and software listed below.
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