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Day 019: Machine Learning Concepts Without Math — Deep Dive
Learn Machine Learning Concepts Without Math through applied workshop, guided resources, practical work and a portfolio-ready outcome.
Learning objectives
Understand the topic
Explain Machine Learning Concepts Without Math clearly, connect it to the AI Foundations phase, and identify one limitation or risk.
Apply the skill
Use ChatGPT and Microsoft Copilot to produce a small, reviewable result that demonstrates the concept.
Study plan and official resources
Portfolio practice
One-page "What is an LLM" explainer for non-technical colleagues
Complete the work in a safe test environment, capture evidence, document decisions and record what you would improve in a second pass.