Instructional Video10:57
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - Scikit-Learn for Machine Learning: Scikit-Learn - Trend Analysis COVID19

Higher Ed
In this video, we will cover Scikit-Learn - trend analysis COVID19.
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This clip is from the chapter "Basics for Data Science: Python for Data Science and Data Analysis" of the series "Data Science and Machine Learning (Theory...
Instructional Video5:24
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - Plotly for 3D Interactive Plotting: Plotly 3D Interactive Scatter Plot Solution

Higher Ed
In this video, we will cover Plotly 3D interactive scatter plot solution.
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This clip is from the chapter "Basics for Data Science: Data Understanding and Data Visualization with Python" of the series "Data Science and Machine...
Instructional Video8:30
Curated Video

Data Analytics using Python Visualizations - Bubble Charts with Vectorization of Properties

Higher Ed
This video explains bubble charts with vectorization of properties.
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This clip is from the chapter "Advanced Visualizations Using Business Applications" of the series "Data Analytics Using Python Visualizations".This section...
Instructional Video6:57
Curated Video

Data Analytics using Python Visualizations - Working with Pairplots

Higher Ed
This video explains working with Pairplots.
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This clip is from the chapter "Advanced Visualizations Using Business Applications" of the series "Data Analytics Using Python Visualizations".This section explains advanced...
Instructional Video13:39
Curated Video

Practical Data Science using Python - Support Vector Machine Project 1

Higher Ed
This video explains the Support Vector Machine project.
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This clip is from the chapter "Advanced Classification Techniques – Support Vector Machine" of the series "Practical Data Science Using Python".This section explains...
Instructional Video4:48
Curated Video

Complete SAS Programming Guide - Learn SAS and Become a Data Ninja - Scatter Plot

Higher Ed
The author will show you the ease with which you can create a scatter plot with SAS.
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This clip is from the chapter "Visual Representation of Data" of the series "Complete SAS Programming Guide - Learn SAS and Become a Data...
Instructional Video7:37
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - Matplotlib, Seaborn, and Bokeh for Data Visualization: Introduction to Matplotlib

Higher Ed
In this video, we will cover an introduction to Matplotlib.
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This clip is from the chapter "Basics for Data Science: Python for Data Science and Data Analysis" of the series "Data Science and Machine Learning (Theory and...
Instructional Video4:26
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - Seaborn for Data Visualization: Seaborn Relplot

Higher Ed
In this video, we will cover Seaborn Relplot.
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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...
Instructional Video4:36
Curated Video

Interpret Slope Using Line of Best Fit

K - 5th
In this lesson, students will learn how to use data and the line of best fit to predict the impact of additional study hours on test scores. They will understand that an exact relationship between variables guarantees a specific outcome,...
Instructional Video3:06
Curated Video

Learning R for Data Visualization (Video 10)

Higher Ed
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...
Instructional Video4:47
Curated Video

Statistics for Data Science and Business Analysis - Cross Tables and Scatter Plots

Higher Ed
In this video, you will explore the different ways to demonstrate relationship between variables.
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This clip is from the chapter "Descriptive Statistics Fundamentals" of the series "Statistics for Data Science and Business...
Instructional Video8:57
Curated Video

Calculating the Line of Best Fit Using the Method of Least Squares

K - 5th
In this video, the teacher explains how to calculate the line of best fit for a scatter plot using the method of least squares. They discuss different types of functions that can fit scatter plots, such as linear, quadratic, and...
Instructional Video1:40
Curated Video

Statistics for Data Science and Business Analysis - A1. Linearity

Higher Ed
In this video, the first assumption of OLS, linearity, is explained.
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This clip is from the chapter "Assumptions for Linear Regression Analysis" of the series "Statistics for Data Science and Business Analysis".This section...
Instructional Video5:08
Curated Video

Writing Equations for Lines of Best Fit

K - 5th
In this lesson, students will learn how scatter plots, lines of best fit, and equations are all connected. They will understand how to write an equation for a line of best fit by identifying the Y intercept and slope.
Instructional Video5:53
Curated Video

Describing the Relationship Between Two Quantitative Variables Using Scatter Plots

K - 5th
In this video, students learn how to describe the relationship between two quantitative variables using scatter plots. The video explains the difference between categorical and quantitative variables and demonstrates how scatter plots...
Instructional Video15:29
Curated Video

Scatter Plots and Lines of Fit

9th - 12th
In this video lesson, students will learn about scatter plots and lines of fit. They will learn how to interpret scatter plots, identify types of correlation between data sets, and write, interpret, and use lines of fit to model data....
Instructional Video4:23
Curated Video

Interpreting Scatter Plots: Identifying Clusters and Outliers

K - 5th
This video lesson teaches students how to interpret scatter plots by identifying clusters and outliers. It explains the concept of scatter plots and demonstrates how to draw conclusions about the relationship between two sets of data. By...
Instructional Video6:46
Curated Video

Making Predictions with Lines of Fit

9th - 12th
In this video, the teacher explains how to find lines of fit and use them to make predictions based on data. The lesson includes examples and tips for drawing the best fit line and finding the slope and Y-intercept of the line. Students...
Instructional Video9:46
Curated Video

pandas for Python - A Quick Guide - Visualize your Data

Higher Ed
In this video, you will learn about data visualization. We will look at the basic and simple plots like the scatter plot, line plot, histogram, bar chart, and pie chart.
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This clip is from the chapter "Data Processing" of the...
Instructional Video6:07
Curated Video

Making Predictions with the Line of Best Fit

K - 5th
In this video, students learn how to make predictions using the line of best fit in scatter plots. The teacher explains the concept using examples related to the weight of a car and its gas mileage, as well as the relationship between...
Instructional Video5:55
Curated Video

Making Predictions Using the Equation for a Line of Best Fit

K - 5th
Learn how to make predictions using the equation for a line of best fit. Review examples of scatter plots to demonstrate how to find the slope and Y intercept, and then use these values to make predictions. This video also highlights the...
Instructional Video4:29
Curated Video

Write a Trend Line from a Scatter Plot

K - 5th
Learn how to write the equation of a trend line from data in a scatterplot using point-slope form. Understand the concepts of linear equations, scatterplots, positive and negative correlations, and point-slope form. Through examples and...
Instructional Video10:50
Curated Video

Statistical Regression Models and Predicting Values

K - 5th
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...
Instructional Video3:17
Curated Video

Understanding Scatter Plots and Lines: Distinguishing Exact and Inexact Relationships

K - 5th
In this video, the teacher explains the difference between scatter plots and lines. They discuss how scatter plots represent inexact relationships between variables, while lines represent exact or deterministic relationships. The teacher...