awesome-operations-analytics
github.com/kevinhongzl/awesome-operations-analytics ↗A curated list of awesome video lectures and learning resources for operations analytics.
32
GitHub Stars
30
Curated Resources
5
Categories
1 hour ago
Last Refreshed
Linear AlgebraStatisticsMachine LearningMathematical Programming & OptimizationInterdisciplinary Approach
Use this list with your AI agent
Add the Context Awesome MCP server to Claude, Cursor, or any MCP client, then ask:
"Show me bayesian statistics resources from awesome-operations-analytics"
Installation instructions →What's inside
Statistics
- A Student’s Guide to Bayesian StatisticsBayesian Statistics
:movie_camera:
- Bayesian Data AnalysisBayesian Statistics
:movie_camera:
- CMU - 36-705 - Intermediate StatisticsProbability & Statistics
:movie_camera:
- MIT - 18.650/18.6501 - Statistics for ApplicationsProbability & Statistics
:movie_camera:
- NTHU - MATH 2810 - Probability (undergraduate level)Probability & Statistics
:movie_camera:
- NTHU - MATH 2820 - Statistics (undergraduate level)Probability & Statistics
:movie_camera:
Mathematical Programming & Optimization
- Convex Analysis and OptimizationConvex Optimization
:movie_camera:
- Cornell - CS4780/CS5780 Machine Learning Lecture 27Bayesian Optimization
:movie_camera:
- IE495 - Stochastic ProgrammingStochastic Programming
- IE511 - Integer ProgrammingInteger Programming & Combinatorial Optimization
:movie_camera:
- IMPA - Basic Course on Stochastic ProgrammingStochastic Programming
:movie_camera:
- LINMA 2491 - Operations ResearchStochastic Programming
:movie_camera:
Machine Learning
- Information Theory & Bayesian MLProbalistic Machine Learning / Bayesian Learning
:movie_camera:
- Machine Learning and Nonparametric Bayesian StatisticsProbalistic Machine Learning / Bayesian Learning
:movie_camera:
Interdisciplinary Approach
- Learning Meets Combinatorial Algorithms (LMCA)
:movie_camera:
Linear Algebra
- MIT - 18.065/18.0651 - Matrix Methods in Data Analysis,Signal Processing, and Machine Learning
:movie_camera:
- MIT - 18.06 - Linear Algebra
:movie_camera:
- NCTU - 線性代數(一) Linear Algebra I
:movie_camera:
- NCTU - 線性代數(二) Linear Algebra II
:movie_camera:
- Stanford - ENGR108 - Introduction to Applied Linear Algebra: Vectors, Matrices, and Least Squares
:movie_camera:
Showing a sample of 30 resources. View the full list on GitHub →