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Appendix

22. Lab experiments guide

The lab has 20 experiments. This page gives, for each one, the chapter to read, the tools to use, and what to put in your record. Keep it open during the lab.

What to write in your lab record

For every experiment, write these five things:

  1. Aim — one line.
  2. Tools used — with links.
  3. Prompts — the exact text you typed. Copy and paste.
  4. Output — screenshots or pasted text. If long, paste the important part.
  5. Observation — 3 to 5 lines in your own words. What worked? What was wrong? What did you learn?

The 20 experiments

#ExperimentReadToolsKey point
1Explore Generative AI tools: same question in ChatGPT, Gemini, NotebookLM, AI StudioCh 5All fourMake a table comparing the four answers
2AI-based information generation: explain an engineering topic and evaluate itCh 3, 7Gemini or ChatGPTRate relevance, accuracy, completeness out of 5, with reasons
3Document analysis with NotebookLM: summary, key points, questionsCh 5, 9NotebookLMUpload a PDF; note which page each answer came from
4Responsible AI analysis: bias, misinformation, privacy, copyrightCh 6Any chat toolOne prompt and one observation for each of the four issues
5Basic prompt engineering: zero-shot, role-based, structuredCh 7, 8Any chat toolSame problem, three prompts, compare outputs
6AI-assisted writing and summarizationCh 9Any chat toolArticle (300 words) plus summary (3 bullets, 1 line)
7Context-based document creation: notice, report, invitationCh 10Any chat tool, Google DocsWrite the context checklist first
8Greeting card with image and animationCh 11Gemini/ChatGPT for image, CanvaExport as MP4 or GIF
9AI-based program generation in C/Python/JavaCh 12Any chat tool, OnlineGDBRun it; test normal, edge and wrong inputs
10AI-assisted debugging with a second toolCh 13Two different chat toolsList the bugs you planted and which were found
11Programming language conversionCh 14Any chat tool, OnlineGDBSame inputs in both languages; outputs must match
12Test case generation: normal, boundary, invalid, edgeCh 15Any chat toolTest table with Expected, Actual and Pass columns
13PPT generation with GammaCh 16GammaExport PPTX; check facts
14PPT with Gemini: content/structure then presentationCh 17Gemini, Google SlidesSlide plan with speaker notes
15Multimedia-enhanced presentation: images, audio, videoCh 18Canva, ElevenLabs, PixabayNote the licence of each media file
16Animated presentation: animations, transitions, narration, musicCh 18Canva or PowerPointOne transition for the whole deck; export MP4
17Develop an AI-enabled applicationCh 19Gemini Gems, AI Studio Build, or Python + APIOne-page design: problem, input, AI step, output, risks
18AI workflow automation: output of one step feeds the nextCh 20Zapier / Make / Apps ScriptDraw the flow: trigger → AI step → action
19Generative AI productivity workflow: document → summary → presentationCh 20Gemini, NotebookLM, GammaWrite each step and the time it took
20Future trends: explore a recent technology, demo or reportCh 21Your choiceInclude 3 responsible-AI concerns

New words

  • Aim — the goal of an experiment.
  • Observation — what you noticed; written in your own words.
  • Record — the notebook where you write all your lab work.
  • Screenshot — a picture of your screen.
  • Evaluate — to judge how good something is, with reasons.
  • Relevance — how well the answer matches the question.
  • Completeness — whether anything important is missing.
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