Introduction to transformer LLM applications

Tokens vs Embeddings

Multi-Model Embeddings

Building a Feed Forward NN Network

Self-attention, Traditional vs GQA

Quick Freshness of Fundamentals: What is AI, LLMs, Embeddings, Agents.

What is AI, LLMs, Embeddings, Agents (light-weight)

What is Prompt Engineering

Key LLM Concepts

Basic Tips

Traditional vs Reasoning Models

Anatomy of a Prompt

Traditional Model Example

Prompting Reasoning Models

Reasoning Model Example

Introduction to Synthetic Data, Evaluation, and Error Analysis

Fundamentals of Prompt Engineering

Retrieval Augmented Generation (RAG)

from The Basics of Prompt Engineering to RAG

Prompt Engineering

Step 1 - The Role

Step 2 - The Wish

Step 3 - The PRD

Step 4 - The Phase 1

Step 5 - The User Journey

Step 6 - The Politically Incorrect Sorting

Step 7 - The UI Development Plan

Step 8 - The Vibe

Step 9 - The UI Flow

Step 10 - The Design System

Step 11 - The Storage

11-step process for generating everything you need before you code a single line

Fullstack Planning

( the primaryDescriptionMarkdown is long - several lines, include images, as long as you want )

In this course we <headline of what we do>. <why this technology is good> but <here's how learning it is problem>. 

In <the length of these lessons> we cover <three salient points about what we cover. Your BEST points>. Its <however long it is> and comes with <these bonus features, and reasons to buy. code, etc.>

It's taught by <author name> who <credibility, reason you should listen to them>. <social proof, if you have it yet>

<then you can list other supporting stuff you want to add, anything you want here>

-------
Example:
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We created a free course to create your first GraphQL server (from scratch) using Node and TypeScript. TypeScript and GraphQL are a powerful combo, but there's a lot of confusing edges if you're getting it setup the first time.

In this course we cover the basics of getting TypeScript setup with Node, how GraphQL works, and how to set up a GraphQL server using Apollo server. It's two hours long, it comes with complete code examples, and we walk through the code step-by-step.

It's taught by my friend, Shopify-engineer Hassan Djirdeh and he's integrated what he's learned using GraphQL in production as an engineer at Shopify. We've already had over 1,300 students enroll and it's been getting great reviews so far.

// ... and so on

From prompt to product in days, without bogging into advanced topics

In this course we <headline of what we do>. <why this technology is good> but <here's how learning it is problem>. 

( the summary is short - one or two lines )

Power AI course 

  Step eight is the vibe Okay. We know what the plan is, but we still dunno what it looks like. So we want to know what it will look like in terms of structure, layout. Colors, fonts, spacing, shadows, et cetera.

So because it's best, again, not to decide this ourselves, ChatGPT and the LLMs in general know best what people use the most and what people tend to default to. So we'll ask it. What would be the best vibe, theme and color palette for this app?

We passed it in and the vibe. Emotional is warm, safe, grounding, little, subtly intelligent.

The color palette is. Blue as a primary color, soft coral rose as an accent. Accent. Slightly indigo as a deep color. I honestly really like it, so it's a big give me right now. I also like green a lot for this kind of apps, but this also looks really, really good.

---
title: Step 8 - The Vibe
isPublicLesson: true
privateVideoUrl: https://stream.mux.com/x1MwuuDaXxncVTGHD01BcAxDcH01HRnLr01kxd4RRr200CY.m3u8
---

  Step eight is the vibe Okay. We know what the plan is, but we still dunno what it looks like. So we want to know what it will look like in terms of structure, layout. Colors, fonts, spacing, shadows, et cetera.

So because it's best, again, not to decide this ourselves, ChatGPT and the LLMs in general know best what people use the most and what people tend to default to. So we'll ask it. What would be the best vibe, theme and color palette for this app?

zaoyang

but we still don't know what it looks like.

So we want to know what it will look like

So, because it's best, again, not to decide this ourselves,

such GPT and DLNM things that are know best

what people use the most, what people tend to default to.

like theme and color palette for this app.

We pass it in, and the vibe in the motion tool

The color palette is motion, missed blue,

I honestly really like it, so it's a big year me right now.

I also like green a lot for the kind of box,

in each of these colors, it was pretty much with everything,

medium spacing, biangry, running corners,

too, yeah, we want to showcase colorness.

So we have some good stuff already so far.