AI Agents: 18 concepts, no maths assumed.
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12 agent skills — instructions the agent loads on demand. 12 of 12 are free. Median context cost 160k tokens.
Applied Domains: 9 concepts, no maths assumed.
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Mathematical Foundations: 77 concepts, no maths assumed.
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Business, Career and Human Factors, in 22 concepts.
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Data Engineering and Analytics, in 27 concepts.
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Deep Learning: 55 concepts, no maths assumed.
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LLMs and Generative AI: 83 concepts, no maths assumed.
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Machine Learning: 54 concepts, no maths assumed.
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MLOps and Platform: 23 concepts, no maths assumed.
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Security and Privacy: 15 concepts, no maths assumed.
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Software Engineering: 35 concepts, no maths assumed.
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Trust, Governance and Ethics: 7 concepts, no maths assumed.
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