The Beginner's Guide to Kaggle
I would recommend participating in competitions that are more suitable for beginners:
- Binary Classification: Titanic: Machine Learning from Disaster
- Multi-class Classification: Forest Cover Type Prediction
- Temporal Regression: Bike Sharing Demand
- Conv Nets: Digit Recognizer
- Denoising Autoencoders: Denoising Dirty Documents
- Sentiment Prediction: Sentiment Analysis on Movie Reviews
- Word2Vec: Bag of Words Meets Bags of Popcorn
- Elite Tutorial: elitedatascience
- Training Tokenizers: https://www.kaggle.com/funtowiczmo/hugging-face-tutorials-training-tokenizer
- Introduction to Transformers: https://www.kaggle.com/funtowiczmo/hugging-face-transformers-get-started
- Transformers Pipelines: https://www.kaggle.com/funtowiczmo/hugging-face-transformers-how-to-use-pipelines
Enjoy learning data science!
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