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 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!)
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 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