Full-Stack Low-Code AI
Learn everything you need to know to quickly launch an AI-powered Low-Code SaaS.
Introduction
Course Overview
Speed Run - Compressed Version of Computer Vision Lessons
Resources and Files
Intro to Python & Installing Tools
Hello World! Our First Python Program
Python Crash Course (coming soon)
Bonus Lesson - Where to Look for AI App Ideas and Data
Assignment - Fetch a webpage with Python
Data Collection and Preparation - Build an Image Search Engine with GCP Search
Assignment - Create Image Dataset
What is Machine Learning / Deep Learning / Artificial Inelligence?
Intro to ML App Architecture with No-Code/Low-Code Components
Integrating AI into your App - NoCode, Low-Code, or Good-Old-Code?
NoCode AI - An Overview of Available Tools
Domains and Tasks in Machine Learning - What is ML/DL/AI useful for?
Setting up Our Development Environment with AWS SageMaker
Training our Model with fast.ai
Assignment - training our fast.ai model
NoCode Image Classifier with HuggingFace AutoTrain
Introduction To Serverless Computing
REST APIs - How Web Apps Talk to Each Other
Serverless APIs - Building with Lambda
Server-based APIs - Building with fastAPI and AWS EC2
Overview of Bubble
Building Our Interface
Designing our Database
Integrating our API
The course is now freely available to everyone!
Price-Free
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!
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