AI 102: Understanding Foundational Models

 


Learn LLM fundamentals - tokenization, embeddings, attention, decoding - then pick models (open vs proprietary), run one locally when useful, and steer accuracy and style via decoding. Learn MCP to connect safe tool actions and a four-step prompt workflow that makes results consistent, reviewable, and ready for real projects.

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7 

video lessons

6

lesson modules 

 

MEET YOUR INSTRUCTOR

Stephany Oliveros

Stephy is a Co-founder and CEO of SheAI as well as an experienced AI Product Manager. She is an expert on AI Digital Transformation and Behavioural Science, providing creative problem-solving frameworks for AI integration. 

Course Highlights 

NLP Foundations: How It Works

Understand what powers modern language models. Trace the path from statistical NLP to deep learning and transformers, building an intuitive picture of tokens, embeddings, attention, and decoding. See how today’s models turn text into predictions you can reason about so later choices (model, settings, prompts) make practical sense.

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Fluency Framework by Anthropic

Learn Anthropic’s four competencies - Delegation, Description, Discernment, Diligence - and turn them into daily habits. Decide when to use AI, how to brief it clearly, how to evaluate outputs, and how to work responsibly. Get checklists, prompt starters, and a quick self-audit so AI use is intentional, traceable, and teachable.

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MCP, Plain English: Connect Models to Real Tools

See how Model Context Protocol (MCP) actually works. Learn the “USB-C for AI” idea: one protocol that lets models discover tools, call them safely, and return results so AI moves from chat to real workflows. Map the loop, show Claude as an early adopter, and outline guardrails you can explain and defend.

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Girl Boss Monthly

€19.90

Pay as you go

 

⊙ 3-day trial period

⊙ Full access to all courses & resources

⊙ Community and event access

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Queen Bee Quarterly

€49.90

Most Popular

 

⊙ 7-day trial period

⊙ 3 months of uninterrupted learning 

⊙ Full access to all courses & resources

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The Goddess Monthly

€179.90

Most value and growth

 

⊙ 7-day trial period

⊙ Biggest savings 

⊙ Full access to all courses & resources

⊙ Community and event access

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