Packt
High Performance Scientific Computing with C 1.3: Interpolation and Extrapolation
How can we "fill in" the data points between discrete data? How can we extend beyond our data points? • Learn linear interpolation • Learn polynomial interpolation • See the dangers of extrapolation
Curated Video
Linear and Nonlinear Regression in Python
Polynomial or general nonlinear functions are developed with Numpy and Scipy in Python. These exercises also cover methods to create linear or spline interpolations that interpolate between data points.
Curated Video
Data Science 🐍 Interpolation
Interpolation constructs new prediction points from a discrete set of known data points. There are many types of interpolation such as nearest neighbor (piecewise constant), linear, polynomial, cubic spline, and basis spline. In...
Curated Video
Statistical Regression Models and Predicting Values
This video discusses how to determine the best statistical regression model to approximate data within a scatter plot and make predictions through interpolation and extrapolation. It covers the process of inputting data into a graphing...
Curated Video
Data Science 🐍 Regression
Regression is the process of adjusting model parameters to fit a prediction to measured values. There are independent variables as inputs to the model to generate the predictions. For machine learning, the objective is to minimize a loss...
Curated Video
Data Science 🐍 Solve Equations
Equations are at the root of data science. It is what turns data into actionable information by developing mathematical expressions that mimic physical systems. There are two primary ways to solve equations. The first method is a numeric...
Curated Video
The Limits of Correlation: Understanding Causation and Making Predictions
The video is a lecture on the limits of correlation in statistics. The speaker discusses the importance of being careful when interpreting correlations and emphasizes that correlation does not infer causation. The video covers topics...
Curated Video
By Request: Detailed setup video
Someone requested that I upload a video of the setup. I hope this helps! Pulse generator: http://www.quantumcomposers.com/ For the bullet travel video I set the increment between shots at 50 microseconds. For the matches video I varied...
Curated Video
Measures of Central Tendency and Grouped Data: Examples and Estimations
This video is a lecture on measures of central tendency, specifically on how to find the mean for grouped data using coding sets. The lecturer explains the importance of summarizing large data sets and gives examples of various measures...
Packt
High Performance Scientific Computing with C 1.4: Numerical Integration
How can we calculate integrals with a computer? How can we solve differential equations? • Calculate integrals with the trapezoid and Simpson’s rule • See how the error terms scale with different algorithms • Solve differential equations...
Packt
he Ultimate Guide to Blender 3D Rigging and Animation - Lesson 10 - Globe 3D Animation Loop
In this video, you will learn about creating a globe 3D animation loop, animating a 3D globe in Blender to create a seamless looped animation. You will learn to set up the animation with multiple bones, adjust rotation and movement, and...
Packt
he Ultimate Guide to Blender 3D Rigging and Animation - Lesson 3 - 3D Barrel Rolling Motion
In this video, you will learn about the 3D barrel rolling motion. We will look at the process of creating a barrel rolling animation using Blender. You will learn to set up the animation, adjust the rotation, and keyframe the motion to...
Curated OER
Using a Linear Model
Using all his tools - tablet, Excel, graphing calculator, and mathematical prowess - Sal orchestrates an algebraic symphony in this video. He works through a word problem involving linear interpolation, and emphasizes the importance of...