Resources I used for ML Engineer, Applied Scientist and Quant Researcher interviews.
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Feb 4, 2022
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probability-and-statistics
Here are 68 public repositories matching this topic...
A comprehensive, well-structured repository of B.Tech (Hons) CSE notes and learning resources, specializing in Artificial Intelligence and Data Science. Includes semester-wise notes, question papers, curated study guides, and indexed materials designed for efficient learning, revision, and academic reference.
computer-science data-science machine-learning data-visualization artificial-intelligence operating-systems theory-of-computation object-oriented-programming study-materials learning-resources engineering-notes computer-networks engineering-mathematics python-for-data-science probability-and-statistics database-management-system cse-notes btech-notes computer-organization-architecture semester-notes
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Apr 25, 2026 - HTML
Neural parameter calibration for multi-agent models. Uses neural networks to estimate marginal densities on parameters and networks
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Feb 12, 2026 - Jupyter Notebook
🎓💻All of my projects at University of Tehran
computer-graphics university-project cad artificial-intelligence operating-system computer-architecture compiler-design advanced-programming introduction-to-programming computer-networks digital-logic-design probability-and-statistics signal-system digital-logic-design-lab
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Aug 11, 2024
Pandas + Bayesian Statistics - to see if left-handed people actually die earlier than righties.
statistics probability data-visualization data-manipulation bayesian-statistics probability-and-statistics importing-and-cleaning-data
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May 25, 2021 - Jupyter Notebook
PySATL Core Library for computation over probablity distribution, and parametric families
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Aug 17, 2026 - Python
A compilation of useful resources (I use Obsidian). Create a PR if you want to contribute!
automata-theory iiit probability-and-statistics algorithms-analysis-and-design data-and-applications operating-systems-and-networks
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Jul 28, 2026 - Jupyter Notebook
微信公众号：人工智能大讲堂，专注人工智能底层数学原理与应用，专栏包括线性代数，概率统计，机器学习，深度学习
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Mar 30, 2023
Using regression discontinuity try to see which debts are worth collecting.
probability data-visualization data-manipulation probability-and-statistics importing-and-cleaning-data
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Jun 19, 2021
Repo of HackerRank Probability & Statistics - Foundations Challenges
hackerrank hackerrank-python hackerrank-solutions hackerrank-challenges hackerrank-statistics probability-and-statistics
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Feb 8, 2018 - Python
Statistics Cheatsheets
data-science statistics probability data-analysis probability-distributions cheatsheets probability-theory statistics-learning probability-density-function probability-and-statistics
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Oct 31, 2019 - TeX
Essential Books for Computer Science
optimal-transport advanced-mathematics riemannian-manifold probability-and-statistics information-geometry computer-science-books
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Oct 10, 2024
This Repository is Containing all the work I have done in my 3rd Semester of Btech in JKLU
kotlin python c android-development datastructuresandalgorithm datastructures-algorithms probability-and-statistics database-management-systems computer-organisation-architechure
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Dec 10, 2024 - Kotlin
This repository contains my coursework project for ECS7005P - Risk and Decision-Making for Data Science and AI. It applies probabilistic models, Bayesian networks, and decision analysis using Python and PyAgrum to evaluate risk and optimise decision-making under uncertainty.
python machine-learning scikit-learn pandas risk-assessment probability-and-statistics pyagrum quantitative-decision-making
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Mar 18, 2025 - Python
This GitHub repository Consists of materials, code samples, documentation, and valuable resources related to the Information Technology (IT) Department at the National Institute of Technology Karnataka (NITK). 📚 Resource Library 💻 Code Samples 🗂️ Project Repositories
automata code projects assignment questions discrete-mathematics database-management quiz papers compiler-design object-oriented-programming data-structures-and-algorithms computer-networks signals-and-systems web-technologies probability-and-statistics digital-system-design design-and-analysis-of-algorithms opearting-system
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Jun 1, 2024 - Jupyter Notebook
Formula Sheet for Ph.D Qualifying Exams in Probability and Stochastic Processes
markov-chain cheatsheet stochastic-processes random-walk probability-theory statistics-learning phd-students probability-statistics brownian-motion probability-and-statistics formula-sheet qualifying-exam brownian-motion-proofs
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Jul 18, 2019
Mathematics for Machine Leaning
statistics linear-algebra probability-distributions gradient-descent inferential-statistics discrete-distributions hypothesis-testing principal-component-analysis vector-algebra descriptive-statistics differentiation poisson-distribution continuous-distributions normal-distribution binomial-distribution probability-and-statistics exponential-distribution coordinate-geometry differential-calculus partial-differentiation
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Aug 10, 2026 - Jupyter Notebook
This repository contains guided projects from Dataquest's Data Analysis in Python path.
introduction-to-python probability-and-statistics intermediate-python-and-pandas the-command-line working-with-data-sources advanced-topics-in-data-analysis
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May 14, 2020 - Jupyter Notebook
微信公众号：人工智能大讲堂，专注人工智能底层数学原理与应用，专栏包括线性代数，概率统计，机器学习，深度学习
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Jul 14, 2023
The fifth project from a Data Scientist with Python track by DataCamp
data-visualization data-manipulation confidence-interval probability-and-statistics bootstrap-analysis
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Aug 19, 2023 - Jupyter Notebook
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