Start your first research project applying machine learning to real-world data in 2022 AI and machine learning are super intimidating.
BUT
On these 3 websites you can find an easy start:
- 👉 Keras
- 👉 Hugging Face
- 👉 Kaggle
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!)
🦄 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
Conclusion
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