probability-statistics
There are 17 repositories under probability-statistics topic.
louisfb01 / start-machine-learning
A complete guide to start and improve in machine learning (ML), artificial intelligence (AI) in 2024 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
- Language:Jupyter Notebook 341
unpingco / Python-for-Probability-Statistics-and-Machine-Learning-2E
Second edition of Springer Book Python for Probability, Statistics, and Machine Learning
Language:Jupyter Notebook 332ptyadana / 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 250gabrieldim / Probability-And-Statistics
Random vectors: marginal and conditional distributions. Normal, t-distribution, Chi-square and F-distribution... AND A LOT MORE.
Language:R 106mazrk7 / 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 21comidan / 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 20chanukyasds / pg_math
pg_math extension to support statistical distribution functions for PostgreSQL
Language:C 14yashsavani / 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 14Eryc123Y / Math-for-Computer-Science
A math resource for CS student
Language:TeX 10blakeb211 / HoldemPokerTrainer
♣️ ♦️ ♥️ ♠️ Train yourself for live Texas Holdem games by seeing the changing probability of winning as more cards are dealt.
Language:C# 8cehrett / 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.
Language:MATLAB 8tunacinsoy / CSE
All the homeworks, testers and projects done at Marmara University, Computer Science & Engineering
Language:Java 8- Language:Java 7
- Semester-Notes
madhurimarawat / Semester-Notes
This repository contains a vast collection of academic notes, study materials, and resources from various semesters of Datascience course.
computational-biologydigital-logic-designelectronicsentrepreneurshipenvironmental-scienceengineeing-mathslanguage-writing-skillscomputer-networkdatabase-managementdiscrete-mathematicsoperating-systemprobability-statisticstheory-of-computationcomputer-organization-architectureartificial-intelligencedata-visualizationobject-oriented-programmingprofessional-ethicsstudy-materialspython-for-datascienceLanguage:HTML 7 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 6MathWorks-Teaching-Resources / Descriptive-Stats-and-Probability
Interactive courseware module that addresses common foundational-level concepts taught in statistics courses.
Language:MATLAB 5Soumilgit / SY-resources
A repository containing resources for SYBTech CSE.
AkeelMedina22 / 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 3- LmoLanguage:Python 3
Leonardofreua / 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 3ahmetpergamum / datascience
data science endeavour
Language:Jupyter Notebook 2- 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.
ChiaraTumminelli / Elementi-di-Probabilita-e-Statistica
Esercizi e materiale utile per preparare l'esame di Elementi di Probabilità e Statistica (Università degli Studi di Torino)
Language:R 2DhimanSarkar / Monty-Hall-Problem
Experimental Verification of Monty Hall Problem
Language:Python 2livankrekh / R_PythonCourseKNU
Shevchenko University "Python and R programming languages" course
Language:Jupyter Notebook 2rajvi-patel-22 / Thalassemia-Probability-Project
Thalessemia cannot be completely stopped or controlled, but we can predict at which generation the thalassemia genotype becomes minor and is not severe. One way is to select an appropriate spouse that has no sign of any traits of thalassemia, if you have major/minor traits, so the chances that the child may inherit any trait of thalassemia will completely eliminate. If both the parents have major thalassemia traits, then there are full chances that the child will also inherit the same, In such cases, the couple should decide not to reproduce so as to stop the transmission to any future generations. Thus, it is important to accordingly model the transmission of thalassemia to bring it in control with generations.
Language:Java 2rochitasundar / Statistical-analysis-Hypothesis-testing-E-newsExpress
The data relates to several user actions or interests recorded on two variants of landing pages for an online news portal. The objective is to analyse these interests by performing statistical analyses to determine if one variant is more effective based on chosen metrics (A/B testing).
Language:Jupyter Notebook 2srnand / Probabitlity-and-Statistics-Project
Analyzed and studied different kinds of demographic factors that can affect the population in the United States
Language:Python 2vaitybharati / Probabilty-calc-2
Probability Calculation in Python
Language:Jupyter Notebook 2
