intermediate

Creating a Movie Recommendation Backend using Codex and FastAPI

Build a movie recommendation backend with Codex by cleaning and preparing real-world datasets, designing a robust database and API, and implementing a test-driven recommendation system that delivers reliable, data-driven results.

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Verified skills you'll gain

DEVELOPING

Data Management and Database Querying

INTERMEDIATE

Database Schema and Data Storage

INTERMEDIATE

Server-Side Programming

Tools you'll use

Codex

FastAPI

PostgreSQL

pytest

Python

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Course 2

Building the Movie Recommendation Base Backend using Codex

4 lessons

16 practices

The learner will build the base backend by planning the database model, implementing Postgres tables and migrations, creating scripts to load and verify dataset imports, developing repository and endpoint layers, and adding tests/smoke checks to ensure reliable queries and stable behavior over time.

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Course 3

Creating a Recommendation System using Codex

3 lessons

13 practices

The learner will learn how a recommendation system works, and create useful endpoints with the implementation using a test-driven approach. At the end of this course, the learner will get a fully working backend.

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From our community

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I'm impressed by the quality and can't stop recommending it. It's also a lot of fun!

Francisco Aguilar Meléndez

Data Scientist

+11

I love that it's personalized. When I'm stuck, I don't have to hope my Google searches come out successful. The AI mentor Cosmo knows exactly what I need.

Faith Yim

Software Engineer

+14

It's an amazing product and exceeded my expectations, helping me prepare for my job interviews. Hands-on learning requires you to actually know what you are doing.

Alex Bush

Full Stack Engineer

I'm really impressed by the AI tutor Cosmo's feedback about my code. It's honestly kind of insane to me that it's so targeted and specific.

Abbey Helterbran

Tech consultant

I tried Leetcode but it was too disorganized. CodeSignal covers all the topics I'm interested in and is way more structured.

Jonathan Miller

Senior Machine Learning Engineer

+12

I'm impressed by the quality and can't stop recommending it. It's also a lot of fun!

Francisco Aguilar Meléndez

Data Scientist

+11

From our community

Hear what our customers have to say about CodeSignal Learn

I'm impressed by the quality and can't stop recommending it. It's also a lot of fun!

Francisco Aguilar Meléndez

Data Scientist

+11

I love that it's personalized. When I'm stuck, I don't have to hope my Google searches come out successful. The AI mentor Cosmo knows exactly what I need.

Faith Yim

Software Engineer

+14

It's an amazing product and exceeded my expectations, helping me prepare for my job interviews. Hands-on learning requires you to actually know what you are doing.

Alex Bush

Full Stack Engineer

I'm really impressed by the AI tutor Cosmo's feedback about my code. It's honestly kind of insane to me that it's so targeted and specific.

Abbey Helterbran

Tech consultant

I tried Leetcode but it was too disorganized. CodeSignal covers all the topics I'm interested in and is way more structured.

Jonathan Miller

Senior Machine Learning Engineer

+12

I'm impressed by the quality and can't stop recommending it. It's also a lot of fun!

Francisco Aguilar Meléndez

Data Scientist

+11