Using AI for large data sets

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AI Productivity Workflow

The PodTalk Network

3 episodes

6 days ago

Welcome to AI Productivity Workflow. Each episode takes a common task—email, notes, research, writing, planning—and shows a clear, repeatable way to do it faster with AI. No buzzwords, just plain language and easy steps you can follow. When we have guests, they walk us through how they actually use AI on the job: the tools they like, the prompts that work, what they avoid, and the quick wins anyone can try.

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Using AI for large data sets - Dr. Yusen Zhai

AI Productivity Workflow

34 minutes 40 seconds

1 month ago

Using AI for large data sets - Dr. Yusen Zhai

Dr. Yusen Zhai joins host, Dr. Marty Jencius to talk about AI, faculty adoption, and looking at student properties as predicted by AI models.

Yusen's tips

1. Treat the chatbot like a person/RA and converse naturally. He "talk[s] with chat bots as [he'd] talk with a real person," using it like a research or graduate assistant.

2. Don't expect a full answer from a one-sentence prompt-ask it to work step by step. He explicitly says: "I will go step by step. Let's work on this step by step."

3. Ask for clarification when you don't understand something. Example: "I don't understand this concept. Can you clarify for me?"

4. Provide more instructions and iterate; don't treat it like a one-shot search. He contrasts vague asks with giving further instructions and then proceeding step by step.

5. Fact-check what it returns-especially on niche questions. He always verifies answers and consults other sources when something "doesn't add up."

6. Work collaboratively and refine with follow-ups. He uses it to get an initial list (e.g.,"10 articles..") and then asks further questions to drill down and clarify.

7. Use it to plan teaching tasks with its own step-by-step walkthroughs (e.g., outlines and class activities) and request engagement ideas.

8. (Optional technique) Give it a persona/background for simulations (e.g., client role-plays) to practice unlimitedly before real sessions.

Website: ThePodTalk.Net

Youtube: Youtube.com/@AIProductivityWorkflow

Email: ThePodTalkNetwork@gmail.com