A courseware module that covers the fundamental concepts in probability theory and their implications in data science. Topics include probability, random variables, and Bayes' Theorem.
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Updated
Aug 24, 2024 - MATLAB
A courseware module that covers the fundamental concepts in probability theory and their implications in data science. Topics include probability, random variables, and Bayes' Theorem.
This curriculum module contains interactive live scripts that teach fundamental concepts and basic terminology related to programming computers. This module focuses on organizing code into functions, and describing, debugging, and sharing code.
Teach numerical methods for interpolation, differentiation, integration, and solving ODEs and PDEs with MATLAB.
Interactive examples using MATLAB to visualize and practice integral calculus including substitution, integration by parts, and the fundamental theorem of calculus
Learn Fourier analysis using live scripts and apps.
Fisheye image correction and distortion table conversion.
This MATLAB® App provides a fast and easy way for users to publish their MATLAB® live scripts as blog posts to their WordPress sites. What the users type in live script is what the users will see in WordPress.
Descriptive Statistics and Probability Distributionsの日本語版リポジトリ Japanese version of a published repository "Descriptive Statistics and Probability Distributions"
An introduction to importing, visualizing, and analyzing climate data in MATLAB.
Interactive courseware that introduces foundational-level concepts as taught in introductory courses in fluid mechanics.
Interactive courseware module that addresses the fundamentals of vectors taught in mathematics courses.
A scaffolded project involving pulling and installing a Live Task and using MATLAB and Python in combination to access and analyze data from the OpenWeather web API.
These live scripts focus on concepts and practices related to working with data: textual data types, numerical data types, data storage, and memory.
Interactive courseware module that addresses the fundamentals of regression analysis taught in STEM courses.
Interactive courseware module that addresses common foundational-level concepts taught in statistics courses.
Interactive courseware module that addresses common foundational-level concepts taught in signal processing courses.
Interactive courseware module that introduces the fundamental morphological operations used in image processing.
Interactive courseware module that addresses the fundamentals of numerical integration taught in mathematics courses.
Live Script contains simulations and visualizations of quantum mechanics problems such as: double slit experiment and scattering problem of two quantum particles off each other, providing examples on how computation can help teaching basics of quantum mechanics.
Japanese version of "regression-basics" 回帰(基礎)の日本語レポジトリ
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