Hi! 👋🏻 We're happy to have you.

Who is this intended for?

• 1. Those interesting in the white hot field of ML and want to learn by doing.
• 2. Those in financial technology who want to search large swaths of data faster than their competition.

By the end of this course both audiences will have a usable MVP they can use to build off of.

Curriculum

• Week 1: Train - Experimenting with different ML models on Replicate
• Week 2: Parse - Extracting multimedia contents with Python
• Week 3: Deploy - Serverless GPU deployment using Modal
• Week 4: Engine - Vector search using MongoDB and Weaviate
• Week 5: Backend - Wrapping it all together with Flask
• Week 6: Frontend - Javascript, dynamic search experience

Prerequisites

We will assume you already have Python 3.8+ and Jupyter Notebooks installed, in addition to several pip packages. See this GitHub Readme.

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