Start your first research project applying machine learning to real-world data in 2022 AI and machine learning are super intimidating.


On these 3 websites you can find an easy start:

Here's why and what you need to know

🤗 Huggingface

Huggingface started in Language models (short NLP).

If you want to model language, this should be your first stop.

But it's so much more today, they really built - 🤗 a community - 🤗 a showcase with spaces - 🤗 datasets - 🤗 transformers (also vision!)

Hugging Face

🦄 keras

Keras is Chollet's brainchild and made deep learning accessible.

To me it made deep learning feel like lego blocks with #TensorFlow under the hood.

Today it has: - 🦄 Easy interface - 🦄 Guides & Examples - 🦄 KerasTuner for autotuning models


🦾 kaggle

Kaggle started as a machine learning competition website.

And you can still win serious cash solving real-world problems on the platform!

Here's how it evolved today: - 🦾 a huge community - 🦾 code & compute - 🦾 datasets - 🦾 free courses - 🦾 competitions



On these three websites, you get basically everything you need!

  • 👉 Check out the 🤗 huggingface and kaggle communities
  • 👉 Build easy models with 🤗 and keras
  • 👉 Get free compute in the cloud
  • 👉 Find datasets for projects
  • 👉 Join free courses