R Programming 101
Ggplot for plots and graphs. An introduction to data visualization using R programming
Using ggplot and ggplot2 to create plots and graphs is easy. This video provides an easy to follow lesson on how to use R programming to do excellent data visualisation. If you want to learn how to work with data and do quantitative...
R Programming 101
Create a scatter plot using R programming. How to use ggplot for data visualisation.
Using R programming for data visualisation is easy. If you want to create a scatter plot for two or more numeric variables, ggplot is perfect package. Ggplot2 is part of the tidyverse set up packages. This video is part of a series that...
msvgo
Linear Graphs
It explains how to interpret and construct a linear graph. It also explains dependent and independent variables.
Curated Video
Interpreting Scatter Plots and Predicting Unobserved Data
In this video, the teacher explains how to use observed data to predict unobserved data using scatter plots and the line of best fit. They emphasize the importance of not letting outliers influence the line and demonstrate how to draw...
Curated Video
Complete SAS Programming Guide - Learn SAS and Become a Data Ninja - SAS Studio/SAS OnDemand for Academics – Register, Upload, Run Code
This video helps you with SAS Studio/SAS OnDemand for academics. You will register, upload, and run code using SAS studio. This clip is from the chapter "Introduction to the Course" of the series "Complete SAS Programming Guide - Learn...
Curated Video
Data Science and Machine Learning (Theory and Projects) A to Z - Seaborn for Data Visualization: Seaborn Catplot
In this video, we will cover Seaborn Catplot. This clip is from the chapter "Basics for Data Science: Data Understanding and Data Visualization with Python" of the series "Data Science and Machine Learning (Theory and Projects) A to...
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...
APMonitor
Classification and Regression: Concrete Strength
This case study is to determine the factors (inputs) that have correlation to the concrete compressive strength (output). 0:00 Introduction 2:35 Download Jupyter Notebook 4:00 Import Machine Learning Packages and Data 7:33 Part 1: Data...
Curated Video
Predictive Analytics with TensorFlow 3.5: Getting Started with Tensorflow – Linear Regression and Beyond
In this example, we will take a closer look at TensorFlow's and TensorBoard's main concepts and try to do some basic operations to get you started. The model we want to implement simulates the linear regression. • Create data into 2D space
Curated Video
Learning R for Data Visualization (Video 16)
R is on the rise and showing itself as a powerful option in many software development domains. At its core, R is a statistical programming language that provides impressive tools for data mining and analysis, creating high-level...
Curated Video
Introduction to Scatter Plots and Interpretation
This lesson on scatter plots teaches students how to interpret and create scatter plots to show relationships between two sets of data. It covers positive and negative linear relationships, non-linear relationships, and no correlation....
Curated Video
Scatter Plots and Lines of Fit: Understanding Correlation in Math
This lesson will provide instruction to learn to interpret scatter plots, to be able to identify types of correlation between data sets, and use lines of fit to model data. You will learn how to best draw a line of fit, how to write an...
Curated Video
Data Structures and Algorithms The Complete Masterclass - Trees - Part 1
This is the first part of the two-part video that explains nonlinear data structure called trees. This clip is from the chapter "Data Structures - Trees" of the series "Data Structures and Algorithms: The Complete Masterclass".This...
Curated Video
Calculating and Interpreting Correlation Coefficients with Technology
Learn how to calculate and interpret the correlation coefficient using technology. The correlation coefficient measures the strength of the linear association between two variables, and its value falls between -1 and 1. The video...
Curated Video
Data Structures and Algorithms The Complete Masterclass - Big O(n) Complexity
This video explains the concept of big O(n) complexity. This clip is from the chapter "Big O Notation" of the series "Data Structures and Algorithms: The Complete Masterclass".This section introduces you to big O notation in data...
Curated Video
From 0 to 1 Data Structures & Algorithms in Java - The Big-O Notation
Learn how is Big O expressed, how is it calculated and many examples to drive the concepts home. This clip is from the chapter "Complexity Analysis and the Big-O Notation" of the series "From 0 to 1: Data Structures & Algorithms in...
Curated Video
From 0 to 1 Data Structures & Algorithms in Java - Binary Search - search quickly through a sorted list
Binary search is a pretty nifty way to search through a sorted list in O(Log N) time. This clip is from the chapter "Sorting and Searching" of the series "From 0 to 1: Data Structures & Algorithms in Java".Learn about various sorting and...
Curated Video
The Meaning Behind Scatter Plot
In this video lesson, students will gain an intuitive understanding of how to construct and interpret scatter plots. This lesson explains that a scatter plot shows the relationship between two data sets. Students will find that there may...
APMonitor
Visualization Case Study: Concrete Strength
Concrete mixtures have several variations. This data set is a case study for data visualization and exploration to predict the concrete compressive strength (MPa). 0:00 Introduction 0:20 Concrete Case Study 1:52 Jupyter Notebook Source...
Curated Video
Representing Linear Functions with Graphs: Discrete vs Continuous Domains
In this video, the teacher explains how to represent linear functions with graphs using discrete and continuous data. They also discuss how to determine if a data set is discrete or continuous and provide real-life examples to illustrate...
APMonitor
Nonlinear Regression in Microsoft Excel
A three parameter (a,b,c) model y = a + b/x + c ln(x) is fit to a set of data with the Excel solver add-in. This tutorial walks through the process of installing the solver, setting up the objective (normalized sum of squared errors),...
Curated Video
Introduction to Linear Functions: Identifying, Graphing, and Writing Real-Life Problems
This video lesson will provide instruction to be able to identify whether a function is linear or nonlinear from a graph, a table, or an equation. Discrete and continuous domains will be presented and discussed. Practice problems with...
Curated Video
Finding Resistance: Investigating the Relationship between Resistance and Length of Nichrome Wire
The video is a lecture presentation on finding resistance. The presenter demonstrates how to adapt a basic circuit to investigate the relationship between the resistance and length of nichrome wire. The presenter walks through the...
Brian McLogan
Basics into Reading Graphs - Learn how to read a graph
👉 In this playlist you will learn how to graph a linear equation in standard form, slope intercept form as well as when the slope and y intercept are provided. In addition to graphing linear equations we will also learn how to determine...