Instructional Video22:10
Curated Video

Fundamentals of Machine Learning - Support Vector Machine (SVM) - Lectures

Higher Ed
This video explains the support vector machine called SVM and its introduction.
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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...
Instructional Video22:39
Curated Video

Fundamentals of Machine Learning - Classification

Higher Ed
This video explains one of the most basic forms of classification, which is the logistic regression model.
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This clip is from the chapter "Lectures" of the series "Fundamentals of Machine Learning".This section explains the...
Instructional Video4:22
Curated Video

Deep Learning - Deep Neural Network for Beginners Using Python - Updating Weights in Python

Higher Ed
In this video, you will learn how to update weights in Python.
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This clip is from the chapter "Deep Learning" of the series "Deep Learning - Deep Neural Network for Beginners Using Python".In this section, we will dive deeper...
Instructional Video4:31
Curated Video

Complete SAS Programming Guide - Learn SAS and Become a Data Ninja - The Major Steps in Predictive Modeling

Higher Ed
This video explains the major steps in predictive modeling.
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This clip is from the chapter "Introduction to SAS Predictive Modeling Using Logistic Regression" of the series "Complete SAS Programming Guide - Learn SAS and...
Instructional Video2:20
Curated Video

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

Higher Ed
In this video, you will learn how to visualize the dataset.
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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 Video3:39
Curated Video

Python for Machine Learning - The Complete Beginners Course - Sorting by Title and Rating

Higher Ed
In this video, you will learn how to sort by title and rating.
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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 Video2:25
Curated Video

Python for Machine Learning - The Complete Beginners Course - Setting Up Python

Higher Ed
In this video, you will learn how to set up Python.
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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 Video2:48
Curated Video

Python for Machine Learning - The Complete Beginners Course - Managing Directories in Jupyter Notebook

Higher Ed
In this video, you will learn how to manage directories in 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...
Instructional Video1:24
Curated Video

Python for Machine Learning - The Complete Beginners Course - Introduction - Classification Algorithms: Logistic Regression

Higher Ed
In this video, we will have a quick introduction.
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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 Course".In this section, we...
Instructional Video1:04
Curated Video

Python for Machine Learning - The Complete Beginners Course - Implementation in Python: Training the Model

Higher Ed
In this video, you will learn how to train the model.
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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 Course".In this...
Instructional Video1:47
Curated Video

Python for Machine Learning - The Complete Beginners Course - Implementation in Python: Splitting Data into Train and Test Sets - Multiple Linear Regression

Higher Ed
In this video, you will learn how to split data into train and test sets.
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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...
Instructional Video1:31
Curated Video

Python for Machine Learning - The Complete Beginners Course - Implementation in Python: Results Prediction and Confusion Matrix - Classification Algorithms: K-Nearest Neighbors

Higher Ed
In this video, you will learn about results prediction and confusion matrix.
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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 Video2:58
Curated Video

Python for Machine Learning - The Complete Beginners Course - Implementation in Python: Predicting the Test Set Results

Higher Ed
In this video, you will learn how to predict the test set results.
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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...
Instructional Video1:48
Curated Video

Python for Machine Learning - The Complete Beginners Course - Implementation in Python: Importing Libraries and Datasets - Simple Linear Regression

Higher Ed
In this video, you will learn how to import libraries and datasets.
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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...
Instructional Video2:49
Curated Video

Python for Machine Learning - The Complete Beginners Course - Implementation in Python: Encoding Categorical Data - Classification Algorithms: Decision Tree

Higher Ed
In this video, you will learn how to encode categorical data.
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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...
Instructional Video1:16
Curated Video

Python for Machine Learning - The Complete Beginners Course - Hierarchical Clustering

Higher Ed
In this video, we will cover hierarchical clustering.<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 Video1:03
Curated Video

Python for Machine Learning - The Complete Beginners Course - Frequency Distribution

Higher Ed
In this video, you will learn about frequency distribution.
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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 Video1:19
Curated Video

Python for Machine Learning - The Complete Beginners Course - Evaluating the Performance of the Regression Model

Higher Ed
In this video, you will learn how to evaluate the performance of the regression model.
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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...
Instructional Video1:34
Curated Video

Python for Machine Learning - The Complete Beginners Course - Density-Based Clustering

Higher Ed
In this video, we will cover density-based clustering.<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 Video1:15
Curated Video

Python for Machine Learning - The Complete Beginners Course - Decision Tree Structure

Higher Ed
In this video, we will cover the decision tree structure.
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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 Video24:45
Curated Video

Practical Data Science using Python - Logistic Regression - Model Evaluation - AUC-ROC

Higher Ed
This video explains logistic regression - model evaluation - AUC-ROC.<br<br/>/>

This clip is from the chapter "Logistic Regression" of the series "Practical Data Science Using Python".This section explains logistic regression.
Instructional Video26:07
Curated Video

Practical Data Science using Python - Logistic Regression - Logit Model

Higher Ed
This video explains logistic regression - Logit model.<br<br/>/>

This clip is from the chapter "Logistic Regression" of the series "Practical Data Science Using Python".This section explains logistic regression.
Instructional Video3:41
Packt

Fundamentals of Neural Networks - Tensor and Matrix

Higher Ed
This video explains what we mean by Tensor and Matrix. This clip is from the chapter "Convolutional Neural Networks" of the series "Fundamentals in Neural Networks".This section explains convolutional neural networks where you will start...
Instructional Video9:40
Packt

Fundamentals of Neural Networks - Linear Regression

Higher Ed
This video explains statistical machine learning, where you will start with the linear regression model. This clip is from the chapter "Artificial Neural Networks" of the series "Fundamentals in Neural Networks".This section explains...