Worksheet: Word Representations - Embeddings & Neural Networks

What you'll learn

• How word embeddings capture meaning in numbers
• The basics of neural network architecture
• How embeddings and neural networks work together in AI applications
• Real-world applications of these concepts

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:emoji:️ Activity Overview

Total Time: 45-60 minutes
Type: Individual worksheet exercises
Materials Needed: Google account, computer with internet access

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:memo: Activity Instructions

Part One: Word Embeddings Worksheet (20-25 minutes)

1. Access the worksheet document:

   • Click here -> Word Embeddings Worksheet

2. Make your own copy:

   • Click "File" -> "Make a copy"
   • Rename it with your name: "Word Embeddings - [Your Name]"

3. Complete all sections:

   • Read each question carefully
   • Write your answers in the spaces provided
   • Use examples where requested

:bulb: Word embeddings are like coordinates for words! Think of how GPS uses numbers to represent locations - embeddings do the same for word meanings.

Part 2: Neural Networks Worksheet (20-25 minutes)

1. Access the worksheet document:
   • Click here -> Neural Networks Worksheet
2. Make your own copy:
   • Click "File" -> "Make a copy"
   • Rename it with your name: "Neural Networks - [Your Name]"
3. Complete all sections:
   • Follow the guided examples
   • Draw diagrams where indicated
   • Answer reflection questions thoughtfully tip Neural networks are inspired by the human brain! Each "neuron" makes simple decisions that combine to solve complex problems.

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:emoji: Submission Instructions

:warning: Warning Important: You must submit BOTH worksheets to receive credit for this activity.

Final Steps (5-10 minutes):

1. Review your work:

   • Check that all questions are answered
   • Ensure your name is on both documents

2. Submit your worksheets:

   • Click this link -> :link: Submission Form
   • Upload both completed worksheets
   • Click "Submit"

3. Confirm submission:

   • You should see a confirmation message
   • Save the confirmation for your records

:information_source: Deadline Reminder: Check with your instructor for the submission deadline. Late submissions may not be accepted.

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🆘 Troubleshooting

Can't access the worksheets?

• Make sure you're logged into your Google account
• Try refreshing the page
• Contact your instructor if issues persist

Submission form not working?

• Check your internet connection
• Try a different browser
• Take screenshots of your work as backup

Need help with the content?

• Review the lesson materials first
• Ask questions in the class discussion forum
• Attend office hours for additional support