Instructional Video4:15
Curated Video

Python for Machine Learning - The Complete Beginners Course - Implementation in Python

Higher Ed
In this video, you will learn implementation in Python.<br<br/>/>

This clip is from the chapter "Clustering" of the series "Python for Machine Learning - The Complete Beginner's Course".In this section, you will learn about clustering.
Instructional Video1:24
Curated Video

Python for Machine Learning - The Complete Beginners Course - Grabbing the Ratings for Two Movies

Higher Ed
In this video, you will learn how to grab the ratings for two movies.
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This clip is from the chapter "Recommender System" of the series "Python for Machine Learning - The Complete Beginner's Course".In this section, we will...
Instructional Video2:03
Curated Video

Python for Machine Learning - The Complete Beginners Course - Data Pre-Processing

Higher Ed
In this video, you will learn about data pre-processing.
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This clip is from the chapter "Recommender System" of the series "Python for Machine Learning - The Complete Beginner's Course".In this section, we will cover the...
Instructional Video6:46
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - Scikit-Learn for Machine Learning: Scikit-Learn for Linear Regression

Higher Ed
In this video, we will cover Scikit-Learn for linear regression.
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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 Video5:54
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - Overfitting, Underfitting, and Generalization: Overfitting Introduction

Higher Ed
In this video, we will cover an introduction to overfitting.
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This clip is from the chapter "Machine Learning: Machine Learning Crash Course" of the series "Data Science and Machine Learning (Theory and Projects) A to Z".In...
Instructional Video5:47
Instructional Video5:17
Instructional Video16:49
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - Machine Learning Methods: Features Practice with Python

Higher Ed
In this video, we will cover features practice with Python.
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This clip is from the chapter "Machine Learning: Machine Learning Crash Course" of the series "Data Science and Machine Learning (Theory and Projects) A to Z".In...
Instructional Video6:54
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - Introduction: Python Practical of the Course

Higher Ed
In this video, we will cover a Python practical of the course.
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This clip is from the chapter "Machine Learning: Machine Learning Crash Course" of the series "Data Science and Machine Learning (Theory and Projects) A to Z".In...
Instructional Video3:37
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - Introduction to Machine Learning: Regression

Higher Ed
In this video, we will cover regression.
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This clip is from the chapter "Deep learning: Artificial Neural Networks with Python" of the series "Data Science and Machine Learning (Theory and Projects) A to Z".In this section, we...
Instructional Video12:01
APMonitor

Data Science 🐍 Time Series

10th - Higher Ed
Time series data is produced sequentially as new measurements are recorded. Models derived from the data give insight into what happens next. They also show how the system can be changed to achieved a different future...
Instructional Video5:21
Curated Video

Statistics for Data Science and Business Analysis - Dummy Variables

Higher Ed
In this video, you'll learn about dummy variables.
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This clip is from the chapter "Dealing with Categorical Data" of the series "Statistics for Data Science and Business Analysis".This section explains about dealing with...
Instructional Video1:31
Curated Video

Ensemble Machine Learning Techniques 2.4: Ensemble Learning for Regression

Higher Ed
This video aims to teach the viewer how to use Ensemble Learning for Regression. • We go into the details of averaging • We see examples for averaging in real life • Look at weighted averaging
Instructional Video1:51
Fun Robotics

Classification vs Regression

3rd - 12th
Explains the difference between classification and regression problems.
Instructional Video2:12
Curated Video

Statistics for Data Science and Business Analysis - OLS Assumptions

Higher Ed
This video explains OLS assumptions in detail.
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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 explains OLS...
Instructional Video3:44
Curated Video

Statistics for Data Science and Business Analysis - A2. No Endogeneity

Higher Ed
In this video, the second assumption of OLS, no endogeneity, 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...
Instructional Video3:24
Fun Robotics

Activity Regression

3rd - 12th
Interacting with a simple linear regression activity
Instructional Video16:30
Catalyst University

Multiple Regression: Theory and Excel Calculation

Higher Ed
Multiple Regression: Theory and Excel Calculation
Instructional Video1:18
Curated Video

Statistics for Data Science and Business Analysis - A Geometrical Representation of the Linear Regression Model

Higher Ed
In this video, the geometrical representation of linear regression model is shown.
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This clip is from the chapter "The Fundamentals of Regression Analysis" of the series "Statistics for Data Science and Business...
Instructional Video1:28
Curated Video

Statistics for Data Science and Business Analysis - What is the Difference Between Correlation and Regression?

Higher Ed
In this video, you will learn about correlation and regression.
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This clip is from the chapter "The Fundamentals of Regression Analysis" of the series "Statistics for Data Science and Business Analysis".This section includes...
Instructional Video1:02
Curated Video

Statistics for Data Science and Business Analysis - Introduction to Regression Analysis

Higher Ed
In this video, you will learn the theoretical foundations of simple regression analysis.
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This clip is from the chapter "The Fundamentals of Regression Analysis" of the series "Statistics for Data Science and Business...
Instructional Video2:42
Curated Video

Statistics for Data Science and Business Analysis - The Multiple Linear Regression Model

Higher Ed
In this video, you will learn about multiple linear regression models.
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This clip is from the chapter "Subtleties of Regression Analysis" of the series "Statistics for Data Science and Business Analysis".This section...
Instructional Video3:47
Fun Robotics

Working principle of Linear Regression

3rd - 12th
Describes the working principle of a simple linear regression algorithm with an example.
Instructional Video1:06
Fun Robotics

Regression

3rd - 12th
Explaining Regression