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Udemy

Gen AI for Loan Underwriting

via Udemy

Overview

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How to perform loan underwriting with Gen AI, including aggregating borrower data, reviewing scores, reporting, etc

What you'll learn:
  • You'll learn about the basics of Gen AI, what it is, what it can and can't do, hype versus capability, technical capabilities, and common pain points
  • You'll learn about how to work with Gen AI, prompting, using Gen AI for various types of tasks, structuring work, and evaluating errors/hallucinations
  • You'll learn about assessing credit with Gen AI, consolidating borrower data, reviewing credit scores, and detecting risks/anomalies
  • You'll learn about improving loan workflows with Gen AI, reviewing and summarizing documents, gauging compliance, and performing automated reporting

GENERATINGLOANEFFICIENCYWITHGENERATIVEAI

Gen AI is disrupting various activities within the finance industry, and lending and credit management are no exception.

Being able to automate and enhance various of the tasks performed in our workflows is no longer a suggestion, but a demand in today's world.

However, we can't just integrate Gen AI in a naive manner. We must be aware of its drawbacks and limitations, but also aware of what it can truly do.

So, how can we integrate Gen AI, in a realistic manner, in lending and credit?

That's what this course will cover.


LETMETELL YOU... EVERYTHING.

Some people - including me - love to know what they're getting in a package.

And by this, Imean, EVERYTHING that is in the package.

So, here is a list of everything that this course covers:

  • You'll learn about Gen AI literacy. How it's impacting the world right now, the 3 tiers of Gen AI tasks, what is hype and what is true capability, how Gen AI changes work and workflows, basic technical aspects of models (parameters, context window, embeddings and vectorization, etc), common pain points, and more;

  • You'll learn about working with GenAI. The right frame to adopt, the basic components of prompts and how to do prompt engineering, the major modes of working with Gen AI(interfaces, embedded in programs and/or agents), structuring reasoning (including common structures like chains, loops, validation loops), the major types of errors and how to vet them (hallucinations, insufficient outputs, untable outputs, biases), the uncanny and weird effects of using Gen AI(editor syndrome, the "Gendela Effect", etc), key principles to adopt Gen AI at work, and "problems at the joints" (when individual outputs work, but they don't fit together);

  • You'll learn about how to perform various activities, within credit risk assessment, with Gen AI. How to automate the consolidation of borrower data, the review of existing credit scores, and the detection of anomalies and risks with Gen AI;

  • You'll learn about how to perform various activities, within loan workflows, with Gen AI. How to summarize and review documentation, how to gauge compliance, and how to automate reporting of lending data with LLMs;


MYINVITATIONTOYOU

Remember that you always have a 30-day money-back guarantee, so there is no risk for you.

Also, I suggest you make use of the free preview videos to make sure the course really is a fit. I don't want you to waste your money.

If you think this course is a fit, and can take your knowledge of dealing with change to the next level... it would be a pleasure to have you as a student.

See on the other side!

Taught by

Vasco Patrício

Reviews

4.9 rating at Udemy based on 10 ratings

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