Publications by MSDS 6372: Jacob Turner: Student: Jessica McPhaul link:
QTW 7333 - Mod 6
Study Guide: QTW Module 6 - Naive Bayes 1. Bayes’ Rule: Overview and Mathematical Representation Bayes’ Rule is a fundamental theorem in probability that helps update prior beliefs based on new evidence. It is the backbone of Bayesian inference and plays a crucial role in probabilistic modeling. Mathematical Formula \[ P(A | B) = \frac{P(...
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ML math by gen ai claude
Basic Math for Quantum Computing (Elementary Version) 🎓 1. Numbers: Making Friends with the Weird Ones 🔢 Regular Numbers vs. Complex Numbers Regular Numbers are like counting marbles: 1, 2, 3, etc. Complex Numbers are like having two different types of candy: Regular candy (real numbers) Magic candy (imaginary numbers, marked with ‘...
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Handy Helfulp Quantum Study
Quantum Computing: Math & Theory Study Guide This guide provides key concepts, equations, and mnemonics to help me grasp ( err try. shit’s hard) quantum computing fundamentals. It includes handy references, shortcuts, and visualization techniques to make complex topics more intuitive. 1. Complex Numbers & Linear Algebra Complex Numbers: F...
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quantum study 2
recap of “Quantum Computing Course – Math and Theory for Beginners” video, along with mathematical explanations and Python code examples to illustrate key concepts. Summary: The video provides a comprehensive introduction to quantum computing, covering essential mathematical foundations and core principles. It delves into topics such as c...
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QuartoyQuantum
--- title: "Quantum Study Guide" author: "Jessica McPhaul" date: "2025-02-06" format: html: theme: cosmo code-fold: true html-math-method: katex server: shiny execute: echo: true --- ## Shiny Interactive Component ::: {.cell} ```{.r .cell-code} library(shiny) ::: fluidPage( titlePanel("Old Faithful Geyser Dat...
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Publish Document
--- title: "Quantum Study Guide" author: "Your Name" date: "2025-02-06" format: html server: shiny execute: echo: true --- ## Shiny Interactive Component ::: {.cell} ```{.r .cell-code} library(shiny) ::: fluidPage( titlePanel("Old Faithful Geyser Data"), sidebarLayout( sidebarPanel( sliderInput("bins", ...
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Mod3 Taking it further
3: Logistic Regression Categorical Data Linear to Logistic The Sigmoid Log Loss Minimizing Log Loss Multiclass Context Module Sub Header Demonstration of Logistic Regression Demonstration of Logistic Regression, Part I Demonstration of Logistic Regression, Part II Context Module Sub Header Case Study 2 Case Study 2 Introduction Case Study 2, Part...
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Module 3 Transcript and Guide
Logistic Regression Study Guide Key Concepts 1. Categorical Data Definition: Data based on classes (e.g., red/green/blue, true/false). Transformation: Use one-hot encoding to convert non-numeric data into numeric format. Example: Red = [1, 0, 0], Green = [0, 1, 0], Blue = [0, 0, 1]. Each category is represented by a binary vector. Discrete ...
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QTW Module 3 with quiz
Logistic Regression Study Guide Key Concepts 1. Categorical Data Definition: Data based on classes (e.g., red/green/blue, true/false). Transformation: Use one-hot encoding to convert non-numeric data into numeric format. Example: Red = [1, 0, 0], Green = [0, 1, 0], Blue = [0, 0, 1]. Each category is represented by a binary vector. Discrete ...
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QTW Class 1 into CS1
Class 1 transcript summarized and broken down into sections going into case studfy 1. Course Introduction and Structure Instructor: Professor Slater. Course: “Quantifying the World.” Syllabus and Textbook: Free online textbook available. Key Components of Grading: Case studies (50%): Seven biweekly case studies (odd weeks). Final case ...
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