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Classical Machine Learning in Depth for Tabular and Unsupervised Work

by cinojosa0705 · 10h · 1 copy

A 10-hour, mastery-oriented course on decision trees, random forests, gradient boosting, SVMs, k-means, PCA, t-SNE, and UMAP, with from-scratch implementations and a Kaggle-style capstone. Designed from the supplied learner profile and curriculum constraints.

4 modules · 12 lessons · 52 tasks · 48 cards

bloom spread — lighter is recall, darker is apply and create

Grammar as a Working Tool: English Week 1

by cinojosa0705 · 10h

A 10-hour overview of English grammar and sentence mechanics — parts of speech, clauses, punctuation, and error signatures — treated as instruments for close reading and clear writing. Examples are drawn from literary prose, with occasional Spanish/English contrasts. Prepares for a 12-week literature sequence culminating in original criticism.

4 modules · 13 lessons · 40 tasks · 81 cards

bloom spread — lighter is recall, darker is apply and create

Learning How to Learn

by cinojosa0705 · 3h

A meta-course: the science of mastery, applied to itself.

2 modules · 3 lessons · 9 tasks · 8 cards

bloom spread — lighter is recall, darker is apply and create

Decoding Difficult Words: Latin and Greek Morphology for Literary Reading

by cinojosa0705 · 10h

A 10-hour, roots-based working-knowledge course that trains a bilingual English-Spanish reader to decode unfamiliar literary and academic vocabulary through morphology, cognate evidence, context triangulation, and a cumulative literary-critical glossary. Designed from the supplied course specification.

4 modules · 12 lessons · 48 tasks · 53 cards

bloom spread — lighter is recall, darker is apply and create