Below are some helpful resources for CalCodeFest participants:
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Development Tools:
- GitHub - Code repository hosting and version control
- Visual Studio Code - Code editor
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Machine Learning and AI:
- TensorFlow - Open-source machine learning framework
- PyTorch - Deep learning platform
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Large Language Models (LLMs):
- Hugging Face - Open-source library for natural language processing
- OpenAI GPT-3 API - API for accessing OpenAI's language model
- BERT by Google - Pre-trained NLP model by Google
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Datasets:
- Kaggle Datasets - Collection of datasets for machine learning
- UCI Machine Learning Repository - Repository of machine learning datasets
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Tutorials and Documentation:
- Codecademy - Online coding tutorials
- Coursera ML and AI Courses - Courses on machine learning and AI
- Khan Academy - Computer programming tutorials
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Collaboration and Communication:
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API and Libraries:
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Design and Prototyping:
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Cloud Services:
- AWS Educate - Cloud computing resources for students
- Google Cloud Platform - Cloud services with free tier options
These resources are intended to help you succeed and make the most out of your hackathon experience. Happy hacking!
