Professional Courses
Industry-relevant training in Business, Technology, and Design to help professionals and graduates upskill for real-world careers.
Categories
Interactive Games
Fun, engaging games to boost memory, math fluency, typing speed, and English skills—perfect for learners of all ages.
Typing
Memory
Math
English Adventures
Knowledge
Enroll to start learning
You’ve not yet enrolled in this course. Please enroll for free to listen to audio lessons, classroom podcasts and take practice test.
Interactive Audio Lesson
Listen to a student-teacher conversation explaining the topic in a relatable way.
Introduction to Teachable Machine
Unlock Audio Lesson
Today, we are going to explore an exciting tool called Teachable Machine. This platform allows you to create your own machine learning models easily. What do you think machine learning is?
Is it when computers learn from data and improve over time?
Exactly! ML is all about teaching computers using data. Teachable Machine lets you do this without coding. Can anyone guess why this is important for beginners?
Because it makes it easier to understand and experiment without being overwhelmed by coding!
Right! It's about making learning accessible. We should remember this as 'BEE': Beginner-Friendly, Engaging, Easy-to-use. Can anyone suggest what we might be able to do with this tool?
Could we create an emoji generator?
Yes! That's a brilliant example. You can train the model for image classification to recognize facial expressions and map them to emojis. Let's summarize: Teachable Machine is a fun, easy way to explore machine learning.
Advantages of Teachable Machine
Unlock Audio Lesson
Now, let’s talk about why Teachable Machine is favored in classrooms. Can anyone name a benefit?
It allows for fast training!
That's correct! This quick training is a great way to experiment. Does anyone have experience with a project that could be done rapidly?
We could make an audio recognition model for sounds like claps!
Great idea! Fast feedback is a huge benefit of this platform. Who remembers what 'ARISE' stands for regarding Teachable Machine's advantages—Accessible, Rapid, Interactivity, Simplicity, and Engagement?
I remember! It helps in keeping students engaged.
Exactly! Engagement drives learning. Remember, this interactivity stimulates curiosity and experimentation. Well done, everyone!
Working with Teachable Machine
Unlock Audio Lesson
Finally, let's dive into some experiments you can try with Teachable Machine. What interesting experiments can we design?
We could train it to identify different types of yoga poses!
Excellent suggestion! Yoga poses could help promote health in our app project. Anyone else?
How about recognizing different sounds like claps or whispers? That sounds fun!
Fantastic! Think about how you could implement this in practical applications like games or voice assistants. Let's remember our 'EEES': Engage, Experiment, Enact, and Evaluate to achieve learning this way.
Got it! Trying out different experiments would help us understand the uses of AI.
Exactly! Each experiment improves understanding and reinforces the concepts of AI. Great discussion today!
Introduction & Overview
Read a summary of the section's main ideas. Choose from Basic, Medium, or Detailed.
Quick Overview
Standard
This section on Teachable Machine highlights its accessibility for beginners, emphasis on fast training, and the ability to export models for further use. It outlines various experiments that can be conducted, fostering an interactive learning environment that demystifies AI technology for students.
Detailed
Why Use Teachable Machine?
Teachable Machine is a browser-based tool from Google aimed at simplifying machine learning for users, especially students. It allows users to create and train custom machine learning models for image, sound, and pose classification without the need for coding skills. This section emphasizes several reasons why Teachable Machine is beneficial:
- Beginner-Friendly: It lowers the entry barrier for students interested in artificial intelligence by providing an intuitive interface that guides users through training models.
- Fast Training: Students can quickly train models using their data, enabling immediate experimentation.
- Interactivity: The high level of interactivity keeps students engaged and allows for hands-on learning experiences.
- Export Opportunities: Once a model is trained, users can export it to TensorFlow, opening avenues for more advanced applications.
- Experimentation: Possible experiments with the platform include image classification resembling an emoji generator, audio classification recognizing sounds like claps and whistles, and pose classification for detecting specific yoga poses.
Overall, Teachable Machine enables learners to grasp the fundamentals of AI through practical application, fostering an understanding that is both engaging and relevant.
Youtube Videos
Audio Book
Dive deep into the subject with an immersive audiobook experience.
Beginner-Friendly Tool
Unlock Audio Book
Signup and Enroll to the course for listening the Audio Book
• Beginner-friendly.
Detailed Explanation
Teachable Machine is designed for people who are new to machine learning and AI. It simplifies complex concepts and allows users to create their own AI models without any coding knowledge. This accessibility makes it a great starting point for students and beginners who want to explore how AI works.
Examples & Analogies
Think of Teachable Machine like a cooking class for beginners. Just as a cooking class provides simple recipes and many hands-on tips, Teachable Machine gives you quick and manageable tasks to help you create your own AI models without needing to be an expert.
Fast Training and High Interactivity
Unlock Audio Book
Signup and Enroll to the course for listening the Audio Book
• Fast training with high interactivity.
Detailed Explanation
The platform allows users to train their models rapidly, meaning they can see results almost immediately after inputting their data. This speed, combined with the interactive nature of the platform, means students can experiment freely and make adjustments as they learn, keeping them engaged and motivated.
Examples & Analogies
Imagine you’re playing a video game where you can instantly see how your actions change the game's outcome. Teachable Machine is similar because as you train your model, you quickly notice how your changes affect its performance, making learning both fun and dynamic.
Export to TensorFlow for Advanced Use
Unlock Audio Book
Signup and Enroll to the course for listening the Audio Book
• Can export models to TensorFlow for advanced use.
Detailed Explanation
Once students have created their models in Teachable Machine, they can export them to TensorFlow, a powerful framework used for more complex machine learning tasks. This capability allows students to build on their initial projects, adapting and expanding their learning to deeper levels of AI development.
Examples & Analogies
Consider building a LEGO structure. Initially, you create a simple design. After mastering that, you can export your knowledge and build more complex designs with your existing pieces. Similarly, with Teachable Machine, once students grasp basic model training, they can leverage that knowledge to delve into more advanced AI applications using TensorFlow.
Definitions & Key Concepts
Learn essential terms and foundational ideas that form the basis of the topic.
Key Concepts
-
Teachable Machine: A platform enabling the training of AI models without coding.
-
Machine Learning: A technique where computers learn from data to improve performance.
Examples & Real-Life Applications
See how the concepts apply in real-world scenarios to understand their practical implications.
Examples
-
Creating an emoji generator that classifies facial expressions to corresponding emojis using Teachable Machine.
-
Setting up a sound recognition model for detecting specific sounds like claps or whistles.
Memory Aids
Use mnemonics, acronyms, or visual cues to help remember key information more easily.
🎵 Rhymes Time
-
In Teachable Machine, we learn and play, making AI models every day!
📖 Fascinating Stories
-
Once upon a time, in a classroom filled with curious minds, a magical tool called Teachable Machine helped students create their AI models, turning simple images and sounds into powerful classifications.
🧠 Other Memory Gems
-
Remember 'BEE'—Beginner-friendly, Engaging, Easy-to-use—for Teachable Machine benefits.
🎯 Super Acronyms
Use 'ARISE'—Accessible, Rapid, Interactivity, Simplicity, Engagement—to recall the advantages of Teachable Machine.
Flash Cards
Review key concepts with flashcards.
Glossary of Terms
Review the Definitions for terms.
-
Term: Teachable Machine
Definition:
A Google tool that allows users to train custom machine learning models using images, sounds, and poses without needing coding skills.
-
Term: Machine Learning (ML)
Definition:
A branch of artificial intelligence that enables computers to learn from data and improve performance over time.