Brain Status
Level 6 ● 50 XPDay 61 · Machine Learning
Learn how data becomes patterns, patterns become models, and models make predictions.
Current
Brain v1.0
Learning Now
ML Fundamentals
Next
Classification Model
Information used by a machine learning system.
Information used by a model to make a prediction.
The correct answer the model tries to learn.
A method used to learn patterns from data.
The process of learning patterns from examples.
The learned result produced after training.
An answer produced by a trained model for new input.
Collect examples that the Brain can learn from.
✓ completed
Convert information into a form the model can process.
✓ completed
Give correct answers for supervised learning.
• in progress
Allow an algorithm to learn patterns.
✗ locked
Keep the learned pattern representation.
✗ locked
Use the trained model on new information.
✗ locked
Brain v1.0
if "teach" in message:
return "teacher"Raisa writes the decision rule.
Brain v2.0 Direction
prediction = model.predict(
["Explain Python"] )The model learns decision patterns from labelled examples.
| Message | Label |
|---|---|
| Teach me Python | teacher |
| lets go outside in german | translator |
| Explain Django | teacher |
| Calculate 10 + 5 | calculator |
| Find 20 divided by 4 | calculator |
| Translate hello | translator |
| Translate good morning | translator |
| Plan my study | planner |
| Explain how Django models work | teacher |
| 4 multiplied by 7 | calculator |
| I dont understand loops | teacher |
| How can I learn quickly? | planner |
| How do I start a musical band? | planner |
| translate from english to spanish: Look what i found! | translator |
| I want to know about Quantum Physics. | teacher |
| Please tell me how I can take care of myself. | planner |
| Are violtes violet? in russian | translator |
| Why do we need to drink water? | teacher |
| Plan my schedule for the next 4 weeks. | planner |
| Whats 3 minus 6 | calculator |
| I want to make good habits. | planner |
| How do I prepare a funeral? | planner |
| 4+5 | calculator |
| What is a function in python? | teacher |
| How do I say I dislike you in malay? | translator |
| I want to know the answer to negative five plus three. | calculator |
| What do I answer 3.5+2/5 with? | calculator |
| what is french for roses are red | translator |
Training Samples
28
Classes
4