- Deep dive into actual practice https://www.fast.ai/
- Datasets and challenges https://www.kaggle.com/
- Project ideas https://github.com/NirantK/awesome-project-ideas
- Essential theory https://www.coursera.org/learn/machine-learning
- Rapid experimentation with neural networks https://keras.io/
- Deep Learning with Keras by Francois Chollet https://www.amazon.com/Deep-Learning-Keras-Implementing-learning/dp/1787128423
- Follow this dude for cool ML tutorials https://twitter.com/iamtrask
- https://stories.thinkingmachin.es/using-transfer-learning-and-satellite-imagery-to-map-poverty-in-the-philippines/
- https://stories.thinkingmachin.es/philippines-most-vulnerable-communities/
- https://github.com/thinkingmachines/ph-poverty-mapping
- http://geopandas.org/
- http://jalammar.github.io/illustrated-bert/
- https://github.com/huggingface/transformers
- https://github.com/hanxiao/bert-as-service
- https://github.com/thinkingmachines/geomancer
- https://github.com/thinkingmachines/tiffany
- https://github.com/thinkingmachines/bqup
Show us your cool AI projects! https://thinkingmachin.es/careers