AI Fundamentals
The AI Fundamentals Badge teaches how modern AI actually works: data and models, neural networks, embeddings, transformers, large language models, and how applications are built on top of them.
Exercises
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Easy
PENTESTERLAB
AI Fundamentals: Inference & Sampling
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Easy
PENTESTERLAB
AI Fundamentals: Using Models in Practice
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Easy
PENTESTERLAB
AI Fundamentals: Multimodal Models
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Easy
PENTESTERLAB
AI Fundamentals: Tool Use & Agents
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Easy
PENTESTERLAB
AI Fundamentals: Retrieval-Augmented Generation
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Easy
PENTESTERLAB
AI Fundamentals: Limitations & Hallucinations
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PENTESTERLAB
AI Fundamentals: Prompting
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Easy
PENTESTERLAB
AI Fundamentals: Overfitting & Generalization
- Completed by 1 student
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Easy
PENTESTERLAB
AI Fundamentals: Training an LLM
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Easy
PENTESTERLAB
AI Fundamentals: Large Language Models
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Easy
PENTESTERLAB
AI Fundamentals: Transformers & Attention
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Easy
PENTESTERLAB
AI Fundamentals: Tokenization
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Easy
PENTESTERLAB
AI Fundamentals: Embeddings & Vectors
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Easy
PENTESTERLAB
AI Fundamentals: Deep Learning
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Easy
PENTESTERLAB
AI Fundamentals: Neural Networks
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Easy
PENTESTERLAB
AI Fundamentals: Classic ML Algorithms
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Easy
PENTESTERLAB
AI Fundamentals: Evaluating Models
