AI Adventures: Understanding Algorithms
Learn about cool AI algorithms and their everyday uses in a fun, easy-to-understand way. From sorting data like candies (Linear and Logistic Regression) to solving mysteries (Random Forest) and organizing information (K-Means and Hierarchical Clustering), this course makes AI exciting. Discover how computers 'see' with CNN and 'predict' with RNN.
PROGRAM DESCRIPTION:
AI Adventures: Understanding Algorithms - This program is designed to inspire and educate children about the world of artificial intelligence (AI). It teaches them about cool AI algorithms and their everyday uses in a fun, easy-to-understand way.
Linear and Logistic Regression: Think of these as a treasure map leading AI to uncover hidden patterns in numbers. It's like solving a mystery using clues!
Decision Tree: This is akin to a choose-your-own-adventure story, where the computer makes choices at each step to solve a problem.
Random Forest: Imagine a forest brimming with decision trees. It's like receiving advice from many different trees to make the wisest choice.
Support Vector Machines (SVMs): This is about teaching computers to draw lines or borders for sorting things – similar to organizing your toys into different boxes.
K-Means Clustering: This is like grouping your colored pencils by color. K-Means assists computers in grouping similar items.
Hierarchical Clustering: Similar to K-Means but with an exciting twist – it's akin to constructing a family tree for data!
Q-Learning: Here, AI learns from its mistakes and improves over time, just as you get better at a game with more play.
Convolutional Neural Networks (CNNs): This technology helps computers see and understand images, giving them super eyes!
Recurrent Neural Networks (RNNs): RNNs are like master storytellers. They aid computers in understanding and predicting what happens next in a story or conversation.
Generative Adversarial Networks (GANs): Picture this as an art competition between two computers – one creates art, and the other judges it, leading to the creation of amazing things!
Duration:
10 Sessions (1 Hour Each)
Tuition:
Please contact using via email.
Group Size: 5-10