probability-statistics
There are 20 repositories under probability-statistics topic.
louisfb01 / start-machine-learning
A complete guide to start and improve in machine learning (ML), artificial intelligence (AI) in 2025 without ANY background in the field and stay up-to-date with the latest news and state-of-the-art techniques!
graykode / nlp-roadmap
ROADMAP(Mind Map) and KEYWORD for students those who have interest in learning NLP
ptyadana / Data-Science-and-Machine-Learning-Projects-Dojo
collections of data science, machine learning and data visualization projects with pandas, sklearn, matplotlib, tensorflow2, Keras, various ML algorithms like random forest classifier, boosting, etc
Language:Jupyter Notebook 505- Language:Jupyter Notebook 406
unpingco / Python-for-Probability-Statistics-and-Machine-Learning-2E
Second edition of Springer Book Python for Probability, Statistics, and Machine Learning
Language:Jupyter Notebook 368gabrieldim / Probability-And-Statistics
Random vectors: marginal and conditional distributions. Normal, t-distribution, Chi-square and F-distribution... AND A LOT MORE.
Language:R 105- Semester-Notes
madhurimarawat / Semester-Notes
This repository includes academic notes, study materials, and resources from B.Tech (Hons) in CSE, specializing in Artificial Intelligence and Data Science. It features question papers, proprietary study guides, and resources to support learning in these fields.
digital-logic-designentrepreneurshipenvironmental-scienceengineeing-mathslanguage-writing-skillscomputer-networkdatabase-managementdiscrete-mathematicsoperating-systemprobability-statisticstheory-of-computationcomputer-organization-architectureartificial-intelligencedata-visualizationobject-oriented-programmingprofessional-ethicsstudy-materialspython-for-datasciencesemester-notessemesterLanguage:HTML 37 comidan / Computer-Science-Engineering
Collection of all courses, and their materials, attended at Politecnico di Milano during both Bachelor level degree and Master level degree in Engineering, Computer Science Engineering
Language:HTML 27ishmahafeez / Computer-Science-Notes
Computer Science PDF notes
mazrk7 / machine_learning_resources
Machine learning resources (Jupyter notebooks mostly). Originally code to complement the "EECE 5644: Introduction to Machine Learning and Pattern Recognition" course taught at Northeastern University.
Language:Jupyter Notebook 21Eryc123Y / Math-for-Computer-Science
A math resource for CS student (I have decided to refactor the contents to my personal blog and continue working on this, so the project is archived)
Language:TeX 19chanukyasds / pg_math
pg_math extension to support statistical distribution functions for PostgreSQL
Language:C 17yashsavani / Advanced-Foundations-of-ML
A curated list of references to help you get up to speed with the concepts and techniques needed to become a successful ML researcher.
Language:Makefile 15tunacinsoy / CSE
All the homeworks, testers and projects done at Marmara University, Computer Science & Engineering
Language:Java 12cehrett / Subset_simulation_with_multivariate_draw
Subset simulation is a method of estimating low probability events. Here I adapt SS to perform well with correlated inputs.
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- LmoLanguage:Python 10
blakeb211 / HoldemPokerTrainer
♣️ ♦️ ♥️ ♠️ Train yourself for live Texas Holdem games by seeing the changing probability of winning as more cards are dealt.
Language:C# 8MathWorks-Teaching-Resources / Descriptive-Stats-and-Probability
Interactive courseware module that addresses common foundational-level concepts taught in statistics courses.
Language:MATLAB 8Soumilgit / SY_Resources
A repository containing resources for SYBTech CSE, from notes and presentations to writeups.
billhu0 / SI140-Project
ShanghaiTech SI140 (Probability and Statistics) course project, fall 2021. This project is related to Multi-armed Bandit Simulation, Analysis and Design.
Language:Jupyter Notebook 6AkeelMedina22 / Probability-and-Statistics-Final-Project
Final Project for Introduction to Probability and Statistics Spring 2021 offered at Habib University.
Language:Python 3anouel / stat-cookbook
:orange_book: The probability and statistics cookbook
Language:TeX 3FabianaCampanari / PracticalStats-PUCSP-2024
Statistical Measures in Python - Age and Salary Analysis
Language:Jupyter Notebook 3Leonardofreua / ML-and-DataScience-in-practice
Concepts of Intelligence Artificial :brain:, Machine Learning :gear:, and Deep Learning :crystal_ball: EXPLAINED :seedling: in detail and put it into PRACTICE :deciduous_tree:.
machine-learningmachine-learning-algorithmsdeep-learningartificial-intelligenceprobability-statisticsmathlinear-regressiondata-sciencepythonr-languagelinear-algebramatplotlibscikitlearn-machine-learningscikit-learndata-visualizationdata-analysistutorial-codetutorialmachine-learning-modelsjupyter-notebookLanguage:Jupyter Notebook 3Samarth4023 / Probability-Statistics
📊Probability & Statistics ! This repository is dedicated to my journey of mastering the fundamentals of probability and statistics, which are crucial for my career roadmap in Artificial Intelligence (AI) and Machine Learning (ML). Here, you will find a collection of Python scripts and Jupyter notebooks that cover a wide range of topics.
Language:Jupyter Notebook 3- Language:PostScript 2
Course materials for Sta 101 - Fall 2015 semester at Duke University
Language:HTML 2BunyaminYavuz / university_lectures_source
Sources of some of the courses I took during my undergraduate education in Computer Engineering.
CFMTech / Optimal_cleaning_for_singular_values_of_cross-covariance_matrices
Python scripts from paper Optimal cleaning for singular values of cross-covariance matrices, by Florent Benaych-Georges, Jean-Philippe Bouchaud, Marc Potters (see https://arxiv.org/abs/1901.05543)
Language:Python 2devalentineomonya / Okoa-Sem-NextJs-Ts-Prisma-Supabase
OKOA SEM is an open-source platform for STEM students and educators to access and share resources like past papers, notes, and lectures, built with Next.js and TypeScript for collaboration and ease of use.
Language:TypeScript 2oxayavongsa / projects
"oxayavongsa/projects" is a public GitHub repository serving as a diverse AI/ML Project Portfolio. Using Python coding and Juptyer notebook for multiple methodologies to model statistical algorithms.
rajvi-patel-22 / Predicting-Thalassemia-Inheritance
Thalessemia cannot be completely stopped or controlled, but we can predict at which generation the thalassemia genotype becomes minor and is not severe.
Language:Java 2tubiccelavi / Poker-COACH
Ai Vr Machine Learning Natural language Poker Coach
Language:JavaScript 2
