A Simple Framework for Generating Machine Learning Project Ideas to Start Building Your Side Projects Today

3 steps for generating project ideas

  1. List your interests and hobbies (List 1)
  2. List the technical skills you want to learn about (List 2)
  3. Map the items in list 1 to the items in list 2.

Step 1: List your interests

  1. Reading
  2. Writing
  3. Football
  4. Board games

Step 2: List the tools/techniques you’d like to learn about

  1. Large pre-trained language models
  2. Generative models in computer vision
  3. Recommender systems

Step 3: Matching interests with techniques

  1. [Reading x Recommender systems] A newsletter recommender system that recommends newsletters based on your current subscriptions.
  2. [Board games x Recommender systems] Board game recommendation system based on your rating of board games or board game description/rules text.
  3. [Football x Generative models] A generative model for creating unique/imaginary football scenes
  4. [Writing x Language models] An encoder-decoder language model for converting prose to poetry and vice versa

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I write about building a daily coding habit 🛠 | learning in public 🎓 | breaking into tech 🚀 | join me https://discord.gg/eyRMGJNz9m ML Engineer @IBMWatson

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Reza Fazeli

Reza Fazeli

I write about building a daily coding habit 🛠 | learning in public 🎓 | breaking into tech 🚀 | join me https://discord.gg/eyRMGJNz9m ML Engineer @IBMWatson

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