Title: Hands-on Walkthrough and Tasks

  • LLMs Do Not Have Memory
  • Prompting Techniques for Better Reasoning
  • Multi-action within a Prompt
  • Prompt Chaining
  • Exception Handling
  • Hands-on Walkthrough and Tasks

Download the Part 1 of the Notebook and Follow Along

  • 👆🏽 Click on the "Open Notebook" button below to open the Jupyter Notebook 
How to use the "Follow Along" Notebook

  • ✦ This notebook contains pre-populated code for you to execute cell by cell.

    • Working through it will help you solidify key concepts and techniques covered in the previous sections of this current topic..

  • ✦ Here's how to use this notebook:

    1. Run each cell in order. Pay close attention to the code and the outputs it produces.
    2. Compare the outputs to your understanding. Do the results align with what you learned from the conceptual topics and notes? If not, revisit the relevant material or ask clarifying questions.
    3. Experiment! Once you've gone through the notebook once, don't stop there! Try these approaches to deepen your learning:
      • Change the inputs: Modify the data, parameters, or prompts used in the code cells. How do these changes affect the outputs?
      • Tweak the code itself: Experiment with small modifications to the provided code. Can you make it more efficient, add new functionality, or adapt it to a slightly different task? Active experimentation is the best way to master these concepts.

Video Walkthrough: Jupyter Notebook

💡The most effective way of learning technical skills, like coding is get your hands dirty!

✅ We recommend when you are going through the videos below, open up the notebook on Google Colab to follow along.



Complete the Part 2 of the Notebook with Your Own Code

  • 👆🏽 Click on the "Open Notebook" button below to open the Jupyter Notebook 
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  • ✦ There is no need to submit the completed notebook in Canvas LMS.
  • ✦ Give your best attempt for the notebook before looking at the ‘Notebook for Reference’ page coming up next.

[ Optional ] Share Your Work and Get Feedback from the Community

  • ✦ While there is no submission required, we encourage you to share your solutions with your peers by pasting your link into the Sharing Board.

    • Feedback: By sharing your solutions, you can get insights, suggestions, and constructive criticism from your peers. This feedback can help you improve your approach and learn from others’ perspectives.

    • Learning from Peers: Since everyone may have different ways of solving problems, participating in these sessions allows you to see various approaches. You can learn alternative methods, explore different techniques, and gain a deeper understanding of the challenges.

  • ✦ URL: https://miro.com/app/board/uXjVKvQ1WzE=/?share_link_id=408634728152

  • ✦ Passcode: abc-2024

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Table Of Contents
Title: Hands-on Walkthrough and Tasks
Table of Contents
Download the Part 1 of the Notebook and Follow Along
Video Walkthrough: Jupyter Notebook
Complete the Part 2 of the Notebook with Your Own Code
[ Optional ] Share Your Work and Get Feedback from the Community