Reporium
GraphWikiTaxonomyStacksInsightsTrendsArchitectureAI-NativeFAQ
Ask anything about the repo library…
Loading repo…
←Library/Mathematics-for-ML
Library/Mathematics-for-MLForked

dair-ai/Mathematics-for-ML

Mathematics-for-ML

🧮 A collection of resources to learn mathematics for machine learning

View on GitHub↗Upstream dair-ai/Mathematics-for-ML↗

Builder

dair-ai

dair-ai

dair-ai • individual

Stars

6,121

Using upstream star count

Forks

694

Using upstream fork count

Open Issues

0

Activity Score

0/100

0 commits in 30d

Created

May 21, 2022

Project creation date

README Summary

A collection of resources to learn and review mathematics for machine learning.

Community Evaluation

Loading…

AI Dev Skills

Unmapped

Calculus and Optimization TheoryLinear Algebra for MLMathematical Analysis of ML AlgorithmsMathematical Foundations for Machine LearningMathematical Prerequisites for Deep LearningNumerical Methods for MLStatistics and Probability Theory

Tags

Calculus and Optimization TheoryLinear Algebra for MLMathematical Analysis of ML AlgorithmsMathematical Foundations for Machine LearningMathematical Prerequisites for Deep LearningNumerical Methods for MLStatistics and Probability TheoryCourseCurated ListDeep LearningForkedMachine LearningReinforcement LearningResearch / PapersStatisticsTransformersTutorial

Taxonomy

AI Trends

AI EducationMathematical AI Literacy

category

Learning ResourcesFoundation ModelsModel TrainingData Science & Analytics

Deployment Context

Educational ResourcesSelf-study Materials

Industries

EducationAcademic Research

Modalities

Text

Skill Areas

Mathematical Foundations for Machine LearningLinear Algebra for MLCalculus and Optimization TheoryStatistics and Probability TheoryMathematical Analysis of ML AlgorithmsNumerical Methods for MLMathematical Prerequisites for Deep Learning

tag

CourseCurated ListDeep LearningForkedMachine LearningReinforcement LearningResearch / PapersStatisticsTransformersTutorial

Use Cases

Self-paced Mathematical Learning for MLAcademic Course SupplementationML Engineer Skill DevelopmentMathematical Foundation BuildingResearch Preparation in Machine Learning

Recent Activity

Updated 3 years ago

7 Days

0

30 Days

0

90 Days

0

Quality

production
Quality
medium
Maturity
production

Categories

Learning ResourcesPrimaryData Science & AnalyticsFoundation ModelsModel TrainingSearch & KnowledgeOther AI / ML

PM Skills

Product Discovery

Languages

No language breakdown recorded.

Timeline

Project created
May 21, 2022
Forked
Mar 14, 2026
Your last push
3 years ago
Upstream last push
3 years ago
Tracked since
Jan 24, 2023

Similar Repos

pgvector cosine similarity · $0

Loading…