Instructional Video5:15
Curated Video

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

Higher Ed
In this video, we will cover machine learning model. 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 Video3:33
Curated Video

Complete SAS Programming Guide - Learn SAS and Become a Data Ninja - Refresh Your Memory - Regression Edition

Higher Ed
This video is a short explanation of what regression is about with a focus on linear regression. This is a quick refresher and not meant to be comprehensive coverage of the topic. It is added to give you more confidence and clarity when...
Instructional Video5:03
Curated Video

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

Higher Ed
In this video, you will learn about the linear regression model. This clip is from the chapter "The Fundamentals of Regression Analysis" of the series "Statistics for Data Science and Business Analysis".This section includes fundamentals...
Instructional Video0:52
Curated Video

Python for Machine Learning - The Complete Beginners Course - Merging Datasets into One Dataframe

Higher Ed
In this video, you will learn how to merge datasets into one dataframe. 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 Video3:03
Curated Video

Python for Machine Learning - The Complete Beginners Course - Importing the Dataset

Higher Ed
In this video, you will learn how to import the dataset. 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 Video1:04
Curated Video

Python for Machine Learning - The Complete Beginners Course - Introduction to Classification

Higher Ed
In this video, we will have a quick introduction to classification. This clip is from the chapter "Classification Algorithms: K-Nearest Neighbors" of the series "Python for Machine Learning - The Complete Beginner's Course".In this...
Instructional Video4:23
Curated Video

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

Higher Ed
In this video, we will cover regression. 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 this section, we will cover...
Instructional Video4:59
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - Machine Learning Methods: Classification

Higher Ed
In this video, we will cover classification. 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 this section, we will cover...
Instructional Video6:47
Curated Video

Machine Learning Random Forest with Python from Scratch - Pros and Cons of Random Forest

Higher Ed
In this video, we will look at the benefits and limitations of Random Forest and the complexities involved in decision-making using Random Forest. This clip is from the chapter "Random Forest Step-by-Step" of the series "Machine...
Instructional Video1:32
Curated Video

Python for Machine Learning - The Complete Beginners Course - What Is Jupyter?

Higher Ed
In this video, we will understand Jupyter Notebook. This clip is from the chapter "Optional: Setting Up Python and ML Algorithms Implementation" of the series "Python for Machine Learning - The Complete Beginner's Course".In this...
Instructional Video1:10
Curated Video

Python for Machine Learning - The Complete Beginners Course - Steps of the Elbow Method

Higher Ed
In this video, we will cover the steps of the elbow method. 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 Video2:24
Curated Video

Python for Machine Learning - The Complete Beginners Course - Root Mean Squared Error in Python

Higher Ed
In this video, we will cover root mean squared error in Python. This clip is from the chapter "Multiple Linear Regression" of the series "Python for Machine Learning - The Complete Beginner's Course".In this section, we will cover...
Instructional Video0:54
Curated Video

Python for Machine Learning - The Complete Beginners Course - K-Nearest Neighbors Algorithm

Higher Ed
In this video, we will cover the K-Nearest Neighbors algorithm. This clip is from the chapter "Classification Algorithms: K-Nearest Neighbors" of the series "Python for Machine Learning - The Complete Beginner's Course".In this section,...
Instructional Video1:40
Curated Video

Python for Machine Learning - The Complete Beginners Course - Introduction to Regression

Higher Ed
In this video, we will have a quick introduction to regression. This clip is from the chapter "Simple Linear Regression" of the series "Python for Machine Learning - The Complete Beginner's Course".In this section, we will cover simple...
Instructional Video0:46
Curated Video

Python for Machine Learning - The Complete Beginners Course - Implementing Python in Jupyter

Higher Ed
In this video, you will learn how to implement Python in Jupyter. This clip is from the chapter "Optional: Setting Up Python and ML Algorithms Implementation" of the series "Python for Machine Learning - The Complete Beginner's...
Instructional Video0:48
Curated Video

Python for Machine Learning - The Complete Beginners Course - Implementation in Python: Importing Libraries and Datasets - Classification Algorithms: Decision Tree

Higher Ed
In this video, you will learn how to import libraries and datasets. This clip is from the chapter "Classification Algorithms: Decision Tree" of the series "Python for Machine Learning - The Complete Beginner's Course".In this section, we...
Instructional Video3:52
Curated Video

Python for Machine Learning - The Complete Beginners Course - Implementation in Python: Exploring the Dataset

Higher Ed
In this video, we will first explore our dataset, then learn how to import and read our dataset in Python. This clip is from the chapter "Multiple Linear Regression" of the series "Python for Machine Learning - The Complete Beginner's...
Instructional Video4:46
Curated Video

Python for Machine Learning - The Complete Beginners Course - Implementation in Python: Encoding Categorical Data - Multiple Linear Regression

Higher Ed
In this video, you will learn how to encode categorical data. This clip is from the chapter "Multiple Linear Regression" of the series "Python for Machine Learning - The Complete Beginner's Course".In this section, we will cover multiple...
Instructional Video2:18
Curated Video

Python for Machine Learning - The Complete Beginners Course - Implementation in Python: Distribution of the Data

Higher Ed
In this video, you will learn distribution of the data. This clip is from the chapter "Simple Linear Regression" of the series "Python for Machine Learning - The Complete Beginner's Course".In this section, we will cover simple linear...
Instructional Video2:55
Curated Video

Python for Machine Learning - The Complete Beginners Course - Implementation in Python: Creating a Linear Regression Object

Higher Ed
In this video, you will learn how to create a linear regression object. This clip is from the chapter "Simple Linear Regression" of the series "Python for Machine Learning - The Complete Beginner's Course".In this section, we will cover...
Instructional Video1:36
Curated Video

Python for Machine Learning - The Complete Beginners Course - How Does Linear Regression Work?

Higher Ed
In this video, we will understand how linear regression works. This clip is from the chapter "Simple Linear Regression" of the series "Python for Machine Learning - The Complete Beginner's Course".In this section, we will cover simple...
Instructional Video0:50
Curated Video

Python for Machine Learning - The Complete Beginners Course - Histogram Showing Number of Ratings

Higher Ed
In this video, you will learn how a histogram shows the number of ratings. 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 Video0:40
Curated Video

Python for Machine Learning - The Complete Beginners Course - Filtering Out Movies

Higher Ed
In this video, you will learn how to filter out movies. 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 recommender system.