Welcome to Mage Academy, an online resource for learning about Artificial Intelligence (AI) and Machine Learning (ML).

If you haven’t heard, Mage is a startup that loves to build in public. We’ve built the product, hyped it up, and now we’re starting the next step with Mage Academy.

Mage Academy is intended to educate all visitors with lessons aimed at teaching concepts, science, and code to help others learn and develop solutions to real-world problems!

We post new lessons regularly, so bookmark for more!

See ML in action!

Machine Learning Projects

✨ Master Machine Learning 🔮

Select a lesson within to get started. In this section, we plan to cover all portions of the ML lifecycle.

Data Preparation

• Data Cleaning - Remove Dupes
• Feature Engineering - Split Columns
• Feature Engineering - Total sum
• Feature Engineering - Count Aggregate
• Feature Engineering - Category Value Mapping
• Data Cleaning - Remove columns
• Data Cleaning - Variance
• Feature Engineering - Average Aggregate
• Feature Engineering - Count Unique Values
• Feature Engineering - Min/Max Aggregate
• Data Preparation - Churn Datasets
• Feature Engineering - Combine datasets