AI Agent Development Fundamentals

AI-Powered Design with Canva Magic Studio

API Development and Model Serving

Advanced Branding in Canva

Advanced Data Science Techniques (with AWS Integration)

Advanced Machine Learning Techniques

Brand Identity Design in Canva

Building RAG Systems with Open Models

Building a Machine Learning Solution

Building a Real-World Data Science Solution

Canva Design Fundamentals

Cleaning, Organizing, and Speeding Up SQL

Collaborate and Code: GitHub with Python and Jupyter

Data Visualization with Tableau and Microsoft Excel

Deep Learning with PyTorch

Deploying Open Models

Ethics and Safety in Open AI

Event Marketing Design in Canva

Event Video & Social Media Experience Design in Canva

Fine-tuning Image Models with Diffusion

Fine-tuning Text Models with PEFT

Foundations of Machine Learning

Foundations of Open Generative AI Engineering

Generative AI and Large Language Models

Hands-On Python Challenge: TrendWave Media

Interactive Document Design in Canva

Marketing Material Design in Canva

Mastering Advanced SQL Queries

Model Evaluation and Benchmarking

Optimizing Models for Production

Portfolio Development in Canva

Preparing Text for AI Models

Presentation Design Mastery in Canva

Putting SQL to Work: The TechMart Challenge

Python for Data Science (and Version Control with GitHub)

SQL for Data Science (and Version Control with GitHub)

SQL in Action: Querying, Aggregating, and Joining Data

Social Media Content Creation with Canva

Step Into SQL with Jupyter Notebooks

Typography and Color Theory in Design with Canva

Understanding Open AI Workspaces

Video Content Creation in Canva