Machine Learning for Kids

Dear friends, we have received numerous inquiries about the curriculum at our 'Machine Learning For Kids' school. We staunchly believe in the power of open-source systems, particularly in the field of education. That's why we've chosen to share our complete methodology, through a comprehensive book designed specifically for educators and parents. If you're an educator who's well-versed in the fundamentals of Python, you can readily utilize this resource for teaching children. Our unique teaching methodology is now accessible via Amazon at

Python and Machine Learning For Kids: A Must-Have Coding Guide For Parents and Teachers Discover the joy of learning Python and machine learning with "Python and Machine Learning for Kids," an immersive guidebook designed with young minds in mind. This comprehensive resource, created by created by MIT alumnus, is your child's stepping stone into the exciting realm of data science. D...

Get ready for an exhilarating summer adventure with ML4K! We're absolutely thrilled to announce our summer classes focusing on ChatGPT, STEM, Coding, Artificial Intelligence, and Machine Learning. These classes are exclusively scheduled for the weeks of July 10 and July 17.
Imagine a day filled with interactive learning where your student dives into two engaging classes of machine learning and coding, followed by hands-on STEM activities like Introduction to Algorithms and fun Art and Science Experiments using Artificial Intelligence. Sounds exciting, right?

During the morning sessions, your student will unravel the secrets of how tech giants like Google, Amazon, and Facebook utilize Artificial Intelligence and Machine Learning. They'll delve into trending topics such as core algorithms, coding with Python, predictive analytics, and generative artificial intelligence. By the end of this course, they'll be equipped with essential coding, computer science, and machine learning skills.

In the afternoon, the learning continues as your student explores the wonders of Generative AI without the need for coding and math. They'll get hands-on experience with state-of-the-art tools like ChatGPT, Midjourney, Stable Diffusion, and other Artificial Intelligence tools for visualizations and interactive data exploration. By the end of these sessions, they'll have a solid understanding of key machine learning algorithms and how to apply them to a broad spectrum of problems.

At ML4K, our passion is to inspire and nurture the next generation of STEM innovators and leaders. So, don't miss out on this extraordinary journey of discovery and growth! Enroll your student today at www.ml4k.org and let the summer of learning begin!

Registration for the winter session (12 classes starting January 4th) is now open!

Class schedule:
[S.1] Machine Learning using Scratch (grades 3-6, Tuesday 5pm-6pm)
Step by easy step, students will discover how machine learning systems can be taught to recognize text, images, numbers, and sounds, and how to train your models to improve them. Students will turn models into fun computer games and apps, including:
- A Rock, Paper, Scissors game that recognizes your hand shapes
- A computer character that reacts to insults and compliments
- An interactive virtual assistant (like Siri or Alexa)
- A movie recommendation
[M.1] Machine Learning without coding (grades 6-12, Wednesday 5pm-6pm)
Anyone can do data science! After completion of this course students will understand key machine learning algorithms and be able to apply them to a wide range of problems. No coding, no math – just visualizations and interactive data exploration! No prior knowledge of coding or advanced math is required. The course will be hands-on, we will work on examples and do case studies.
[P.1] Python for Machine Learning 101 (grades 6-12, Thursday 6pm-7pm)
Machine learning (also known as ML) is one of the building blocks of AI, or artificial intelligence. AI is based on the idea that computers can learn on their own, with your help. In this course we will cover Python fundamentals (variables, loops, conditional statements, lists and dictionaries) as well as popular libraries used in data science: numpy, pandas, sklearn.
[P.2] Advanced Python for Machine Learning (grades 6-12, Thursday 4:30pm-5:30pm)
Students of this course will develop new advanced skills, as well as learn how large companies like Google, Amazon and Facebook leverage AI and Machine Learning. Covering hot topics like image recognition and predictive modeling, this course will equip young learners with key Machine Learning knowledge and skills upon completion.

Register now at http://www.ML4K.org

Machine Learning For Kids – ML for kids Learn how to teach computer to do cool things using Python. Get ready for the Mass Science Fair. Meet old and make new friends. Have fun!