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Jan 16, 2025
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Notes
Advanced Programming
Schedule Planner
Module 1
Module 2
Module 3
Module 4
Planner Overview
Applied Linear Algebra
Module 1
Echelon Form
Homogeneous Systems
Linear Equations
Reduced Echelon Form
Vectors
Terms
Parameter
Applied Probability
CH1
CH1 - DeMorgan's In Detail
CH1 - Randomness
CH2
CH2 Probability
CH3
CH3 - Independent Events
CH3 - Probability Rules
CH5
CH5 - Bayes Theorem
Terms
Complement
Event
Artificial Intelligence
conceptual notes
Activation Functions
Backward Propagation
Batch Normalization
Boltzmann Machine
Convolutions
Engram Memory
Finding Perfect Neuron Count
Gradient Descent
Hopfield Networks
Latent Variables
Loss Functions
Max Pooling
Network Modeling Workflow
Neuron
Normalization
Overview
Types Of Models
llm tooling
Function Calling
project learning
California Housing Dataset
Astronomy
Conceptual Notes
Double Slit Experiment
Fundamental Units
Meridian
Parallax
Telescopes
Untitled
Zenith
Study
Test 1 Study
Test 2 Study
Test 3 Study
Lab Work
Basics Of Data Science
R Markdown Test
Calculus III
Class Notes
Chapter 13
13.1 - Vector Functions
13.3 - Arc Length
Chapter 14
14.1 - Multivariable functions
14.2 - Multivariable Limits
14.3 - Partial Derivatives
14.4 - Tangent Planes and Linearization
14.5 - Multivariable Chain Rule
14.6 - Directional Derivatives
14.6 - Tangent Planes Revisited
14.7 - Multivariable Optimizations
14.8 - Lagrange Multipliers
Chapter 15
15.1 - Multiple Integrals
15.1.2 - Iterated Integrals
15.2 - Double Integrals Over General Regions
15.3 - Double Integrals in Polar Coordinates
15.6 - Triple Integrals
15.7 - Triple Integrals in Cylindrical Coordinates
15.8 - Triple Integrals in Spherical Coordinates
15.9 - Jacobian
Chapter 16
16.1 - Vector Fields
16.2a - Line Integrals Of Scalar Fields
16.2b - Line Integrals of Vector Fields
16.3 - Conservative Vector Fields
16.4 Green's Theorem
16.5 - Curl and Divergence
16.8 - Stokes' Theorem
16.9 - Divergence Theorem
Conceptual Notes
Cartesian Product
Critical Points
Curvature
Fresnel Integral
Jacobian Determinant
Lagrange Equations
Line Integral
TNB Frame
Vector Curvature
Vectors
LaTeX
Midterm Bonus Assignment
Office Hours Practice
Conservative Vector Fields Practice
Double Integrals Practice
Final Test Office Hours
Mid Term Practice
Triple Integrals Practice
Web Assign Review
Scripts
Double Integral Over Region Graph Example
Fubini Example
Lagrange Example - 3d Surface with a constraint curve and lifted constraint curve
Multiple Integral Graph Example
Polar Coordinate Graph
Command Line Tools
Age
Cron
Gpg
Resources
Computer Organization
Final Project
Final Project
Final Project Progress Report
Final Project Proposal and Pitch
Final Project Report
Status Update - Final Project
Status Update 2 - Final Project
Status Update 3 - Final Project
Lab Documents
Lab 00 - Rasberry Pi Setup
Lab 01 - Updates, Installations, Users, Files
Lab 02 - Building a Web Server
Lab 03 - Flask Binary Converter
Lab 04 - Blinking an LED
Lab 05 - Flask LED Controller
Lab 06 - Storing the Data
Lab 07 - Storing Temperature Data
Lab 08 - Temperature Data Visualization
Lab 09 - Executing Assembly
Computing and Complexity
Class Notes
Day 1
Day 2
Day 3
Day 4
Day 5
Day 6
Homework
Formal Definitions for 2 DFAs
Labs
Lab 01
Lab 2 Work
Cybersecurity Law and Policy
Discussion Question 1
Interview Template
Data Structures and Algorithms
Algorithms
Dijkstra's Algorithm
Binary Search Trees, Traversals, and Serarches
Properties of Equivelance
Sorting Algorithms
Tree Traversals
Encryption
AES
Hashing
RSA
Independent Math
Differential Equations in Neuroscience
Programming Concepts
Brahms - Agent Oriented Programming
Function Pointers
Testing In Languages
Statistics
Class Notes
CH1 - Categorical Variable
CH1 - Sampling and Descriptive Statistics
CH1 - Sampling Statistics Continued
CH2 - Conditional Probability
CH2 - Counting Methods
CH2 - Probability
CH2 - Random Variables
CH4 - Binomial Distribution
CH5 - Confidence Intervals
CH6 - Chi Squared Tests
CH6 - Hypothesis Testing
CH7 - Linear Regression
Conceptual Notes
1 Variable Stats On Calculator
Axiom
De Morgan's Law
Event
Hypothesis Test
Population
Sample
Sampling Distribution
Quiz
Quiz Practice - Random Variables
Rework
1.1 - Trimmed Mean and Summary Statistics
1.2 - Histograms and Side-By-Side Boxplots
1.3 - Scatterplots
2.4 - Medians and
5.2 - One Prop Confidence Interval
6.3 - One Proportion Z-Test
6.4 - Right-tailed and Two-tailed Test
6.6 - Difference of Two Proportions
6.7 - Difference of 2 Means with Unequal Variance
6.8 - Paired Data
6.10 - Goodness of Fit Test
6.10 - Test of Independence
7.1 - LINEAR REGRESSION - CORRELATION
7.2 - Derive Regression Equation Formulas
7.3 - LINEAR REGRESSION - IS IT A GOOD MODEL?
7.4 - Interpreting Statistical Software Output for Linear Regression
Scripts
Normal Distribution Graph
Statistics Index
Web Development
Low Level Concepts
HTTP Requests
Local Server Hosting and Network Organization
Other Protocols
Overview
Sockets
SSH
WebSockets
Tech Stacks
go-echo-templ-htmx
rust-axum-askama-htmx
Posts
Using iPython for Math
Projects
Primary
DARS
Full Server Idea
AI Command API
DARS LLM
Wood Box Demo
DARS
DARS - Presentation
DARS Components List
DARS Function Ideas
DARS Media Gallery
Home Server
Software
Brainstorming Hardware Stack
Using Bare Metal Nixos and Debian Over Proxmox
Brainstorming Software Stack
Bridging my University Wifi to host own network access point
Migrating my Quartz, DARS, and media to one big Homelab Server
Proxmox on old Macbooks
WLED Strips With Home Assistant
Secondary
Ewan's Canvas
code running test
Thoughts
2024 - A year of change
2025 Resolutions
A desire to do more engineering
Absurdism - how to party at the end of meaning
Artem Kirsanov
Axel Pedersen - In Memoriam
Choosing my perfect 3d printer
Computational Neuroscience
CV - Markdown
Digital Garden
Finding The Total Number of Printer Combinations
Manim
On Immortalizing My Family
Sailing
Setting Up Local AI
South Africa
Tech Stacks
Typing
University Of Vermont
URC 2024
Woodwork
map
Explore
Notes
Advanced Programming
Schedule Planner
Module 1
Module 2
Module 3
Module 4
Planner Overview
Applied Linear Algebra
Module 1
Echelon Form
Homogeneous Systems
Linear Equations
Reduced Echelon Form
Vectors
Terms
Parameter
Applied Probability
CH1
CH1 - DeMorgan's In Detail
CH1 - Randomness
CH2
CH2 Probability
CH3
CH3 - Independent Events
CH3 - Probability Rules
CH5
CH5 - Bayes Theorem
Terms
Complement
Event
Artificial Intelligence
conceptual notes
Activation Functions
Backward Propagation
Batch Normalization
Boltzmann Machine
Convolutions
Engram Memory
Finding Perfect Neuron Count
Gradient Descent
Hopfield Networks
Latent Variables
Loss Functions
Max Pooling
Network Modeling Workflow
Neuron
Normalization
Overview
Types Of Models
llm tooling
Function Calling
project learning
California Housing Dataset
Astronomy
Conceptual Notes
Double Slit Experiment
Fundamental Units
Meridian
Parallax
Telescopes
Untitled
Zenith
Study
Test 1 Study
Test 2 Study
Test 3 Study
Lab Work
Basics Of Data Science
R Markdown Test
Calculus III
Class Notes
Chapter 13
13.1 - Vector Functions
13.3 - Arc Length
Chapter 14
14.1 - Multivariable functions
14.2 - Multivariable Limits
14.3 - Partial Derivatives
14.4 - Tangent Planes and Linearization
14.5 - Multivariable Chain Rule
14.6 - Directional Derivatives
14.6 - Tangent Planes Revisited
14.7 - Multivariable Optimizations
14.8 - Lagrange Multipliers
Chapter 15
15.1 - Multiple Integrals
15.1.2 - Iterated Integrals
15.2 - Double Integrals Over General Regions
15.3 - Double Integrals in Polar Coordinates
15.6 - Triple Integrals
15.7 - Triple Integrals in Cylindrical Coordinates
15.8 - Triple Integrals in Spherical Coordinates
15.9 - Jacobian
Chapter 16
16.1 - Vector Fields
16.2a - Line Integrals Of Scalar Fields
16.2b - Line Integrals of Vector Fields
16.3 - Conservative Vector Fields
16.4 Green's Theorem
16.5 - Curl and Divergence
16.8 - Stokes' Theorem
16.9 - Divergence Theorem
Conceptual Notes
Cartesian Product
Critical Points
Curvature
Fresnel Integral
Jacobian Determinant
Lagrange Equations
Line Integral
TNB Frame
Vector Curvature
Vectors
LaTeX
Midterm Bonus Assignment
Office Hours Practice
Conservative Vector Fields Practice
Double Integrals Practice
Final Test Office Hours
Mid Term Practice
Triple Integrals Practice
Web Assign Review
Scripts
Double Integral Over Region Graph Example
Fubini Example
Lagrange Example - 3d Surface with a constraint curve and lifted constraint curve
Multiple Integral Graph Example
Polar Coordinate Graph
Command Line Tools
Age
Cron
Gpg
Resources
Computer Organization
Final Project
Final Project
Final Project Progress Report
Final Project Proposal and Pitch
Final Project Report
Status Update - Final Project
Status Update 2 - Final Project
Status Update 3 - Final Project
Lab Documents
Lab 00 - Rasberry Pi Setup
Lab 01 - Updates, Installations, Users, Files
Lab 02 - Building a Web Server
Lab 03 - Flask Binary Converter
Lab 04 - Blinking an LED
Lab 05 - Flask LED Controller
Lab 06 - Storing the Data
Lab 07 - Storing Temperature Data
Lab 08 - Temperature Data Visualization
Lab 09 - Executing Assembly
Computing and Complexity
Class Notes
Day 1
Day 2
Day 3
Day 4
Day 5
Day 6
Homework
Formal Definitions for 2 DFAs
Labs
Lab 01
Lab 2 Work
Cybersecurity Law and Policy
Discussion Question 1
Interview Template
Data Structures and Algorithms
Algorithms
Dijkstra's Algorithm
Binary Search Trees, Traversals, and Serarches
Properties of Equivelance
Sorting Algorithms
Tree Traversals
Encryption
AES
Hashing
RSA
Independent Math
Differential Equations in Neuroscience
Programming Concepts
Brahms - Agent Oriented Programming
Function Pointers
Testing In Languages
Statistics
Class Notes
CH1 - Categorical Variable
CH1 - Sampling and Descriptive Statistics
CH1 - Sampling Statistics Continued
CH2 - Conditional Probability
CH2 - Counting Methods
CH2 - Probability
CH2 - Random Variables
CH4 - Binomial Distribution
CH5 - Confidence Intervals
CH6 - Chi Squared Tests
CH6 - Hypothesis Testing
CH7 - Linear Regression
Conceptual Notes
1 Variable Stats On Calculator
Axiom
De Morgan's Law
Event
Hypothesis Test
Population
Sample
Sampling Distribution
Quiz
Quiz Practice - Random Variables
Rework
1.1 - Trimmed Mean and Summary Statistics
1.2 - Histograms and Side-By-Side Boxplots
1.3 - Scatterplots
2.4 - Medians and
5.2 - One Prop Confidence Interval
6.3 - One Proportion Z-Test
6.4 - Right-tailed and Two-tailed Test
6.6 - Difference of Two Proportions
6.7 - Difference of 2 Means with Unequal Variance
6.8 - Paired Data
6.10 - Goodness of Fit Test
6.10 - Test of Independence
7.1 - LINEAR REGRESSION - CORRELATION
7.2 - Derive Regression Equation Formulas
7.3 - LINEAR REGRESSION - IS IT A GOOD MODEL?
7.4 - Interpreting Statistical Software Output for Linear Regression
Scripts
Normal Distribution Graph
Statistics Index
Web Development
Low Level Concepts
HTTP Requests
Local Server Hosting and Network Organization
Other Protocols
Overview
Sockets
SSH
WebSockets
Tech Stacks
go-echo-templ-htmx
rust-axum-askama-htmx
Posts
Using iPython for Math
Projects
Primary
DARS
Full Server Idea
AI Command API
DARS LLM
Wood Box Demo
DARS
DARS - Presentation
DARS Components List
DARS Function Ideas
DARS Media Gallery
Home Server
Software
Brainstorming Hardware Stack
Using Bare Metal Nixos and Debian Over Proxmox
Brainstorming Software Stack
Bridging my University Wifi to host own network access point
Migrating my Quartz, DARS, and media to one big Homelab Server
Proxmox on old Macbooks
WLED Strips With Home Assistant
Secondary
Ewan's Canvas
code running test
Thoughts
2024 - A year of change
2025 Resolutions
A desire to do more engineering
Absurdism - how to party at the end of meaning
Artem Kirsanov
Axel Pedersen - In Memoriam
Choosing my perfect 3d printer
Computational Neuroscience
CV - Markdown
Digital Garden
Finding The Total Number of Printer Combinations
Manim
On Immortalizing My Family
Sailing
Setting Up Local AI
South Africa
Tech Stacks
Typing
University Of Vermont
URC 2024
Woodwork
map