Full-Stack Low-Code AI

Learn everything you need to know to quickly launch an AI-powered Low-Code SaaS.

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Course curriculum

1. Introduction
2. Course Overview
3. Speed Run - Compressed Version of Computer Vision Lessons
4. Resources and Files
1. Intro to Python & Installing Tools
2. Hello World! Our First Python Program
3. Python Crash Course (coming soon)
4. Bonus Lesson - Where to Look for AI App Ideas and Data
5. Assignment - Fetch a webpage with Python
1. Data Collection and Preparation - Build an Image Search Engine with GCP Search
2. Assignment - Create Image Dataset
1. What is Machine Learning / Deep Learning / Artificial Inelligence?
2. Intro to ML App Architecture with No-Code/Low-Code Components
3. Integrating AI into your App - NoCode, Low-Code, or Good-Old-Code?
4. NoCode AI - An Overview of Available Tools
5. Domains and Tasks in Machine Learning - What is ML/DL/AI useful for?
6. Setting up Our Development Environment with AWS SageMaker
7. Training our Model with fast.ai
8. Assignment - training our fast.ai model
9. NoCode Image Classifier with HuggingFace AutoTrain
1. Introduction To Serverless Computing
2. REST APIs - How Web Apps Talk to Each Other
3. Serverless APIs - Building with Lambda
4. Server-based APIs - Building with fastAPI and AWS EC2
1. Overview of Bubble
2. Building Our Interface
3. Designing our Database
4. Integrating our API
1. Stripe as a Payment Provider
2. Setting up a Stripe Account
3. Creating Stripe Subscriptions
4. Generating Stripe API Keys
5. Integrating Stripe into Bubble - Plugin
6. Testing Payments
7. Replenishing User Credits on Renewal
8. Assignment - Integrate payments and subscriptions with Stripe
1. NoCode AI Platforms - A survey
2. Assignment - Create a NoCode AI API
1. Review of What We've Accomplished
2. Next Steps

About this course

Free
40 lessons

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Build your first AI-Powered Low-Code Web App

Learn everything you need to know to launch a Sotware-as-a-Service application, powered by a computer vison model (an image classifier) that we train from scratch. And do it all with less than 100 lines of code!

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Instructor

Korey MacDougall

Entrepreneur, Developer, Cognitive Scientist

[email protected]

Hi! I'm Korey MacDougall PhD. I help founders build AI-powered No-Code and Low-Code apps. For the last 10 years, I have been building, teaching, and managing AI-focused software development. Two years ago I started Launchable AI, an agency focused on helping founders and makers launch AI-powered Low-Code apps. In that time I've worked with dozens of entrepreneurs on starting their online businesses, and have built and monetized dozens of my own apps, APIs, and plugins. I share my experience doing this through our website, launchable.ai, and through our YouTube channel, https://www.youtube.com/channel/UC3q26y910KK66IwYNojK0Tw, where I post tutorials integrating machine learning APIs, low-code apps, and custom cloud infrastructure. I'd love to help you on your NoCode Entrepreneurship journey!

Learn to Rapidly Build AI Apps

In this course we cover everything you need to know to launch a scalable AI-powered low-code app.

Data Collection and Preparation
Training Machine Learning Models
Cloud Infrastructure (AWS & GCP) for training models and deploying APIs
Low-Code User Interface and Database Development
Subscription Payments

Launchable AI