Instructional Video0:50
Curated Video

Python for Machine Learning - The Complete Beginners Course - Implementation in Python: Importing Required Libraries

Higher Ed
In this video, you will learn how to import the required libraries.
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This clip is from the chapter "Classification Algorithms: K-Nearest Neighbors" of the series "Python for Machine Learning - The Complete Beginner's...
Instructional Video0:26
Curated Video

Python for Machine Learning - The Complete Beginners Course - Implementation in Python: Feature Scaling

Higher Ed
In this video, you will learn about feature scaling.
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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 Video0:35
Curated Video

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

Higher Ed
In this video, you will learn how to explore the dataset.
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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,...
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.
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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 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.
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This clip is from the chapter "Classification Algorithms: K-Nearest Neighbors" of the series "Python for Machine Learning - The Complete Beginner's...
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.<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 Video1:33
Curated Video

Fundamentals of Machine Learning - Welcome

Higher Ed
This video explains the contents of the course.
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This clip is from the chapter "Lectures" of the series "Fundamentals of Machine Learning".This section explains the basics of statistical learning, sampling, and Bootstrap as...
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.
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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...
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.
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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...
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.
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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...
Instructional Video2:25
Curated Video

Python for Machine Learning - The Complete Beginners Course - Logistic Regression Versus Linear Regression

Higher Ed
In this video, we will cover logistic regression versus linear regression.
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This clip is from the chapter "Classification Algorithms: Logistic Regression" of the series "Python for Machine Learning - The Complete Beginner's...
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.
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br/>
This clip is from the chapter "Classification Algorithms: K-Nearest Neighbors" of the series "Python for Machine Learning - The Complete Beginner's Course".In...
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.
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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...
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.
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br/>
This clip is from the chapter "Optional: Setting Up Python and ML Algorithms Implementation" of the series "Python for Machine Learning - The Complete...
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.
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br/>
This clip is from the chapter "Classification Algorithms: Decision Tree" of the series "Python for Machine Learning - The Complete Beginner's Course".In this...
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.
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This clip is from the chapter "Multiple Linear Regression" of the series "Python for Machine Learning - The Complete...
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.
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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...
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.
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br/>
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 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.
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br/>
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...
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.
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br/>
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...
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.
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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...
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.
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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 Video1:34
Curated Video

Python for Machine Learning - The Complete Beginners Course - Elbow Method

Higher Ed
In this video, we will cover the elbow method.<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 Video1:36
Curated Video

Python for Machine Learning - The Complete Beginners Course - Defining the Classifier

Higher Ed
In this video, you will learn how to define the classifier.
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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...