Instructional Video16:55
Packt

Fundamentals of Neural Networks - Lab 3 - Deep CNN

Higher Ed
This video demonstrates a deeper CNN, where you will build a much bigger number of trainable parameters. This clip is from the chapter "Convolutional Neural Networks" of the series "Fundamentals in Neural Networks".This section explains...
Instructional Video14:29
Curated Video

Fundamentals of Neural Networks - Lab 2 - Introduction to TensorFlow – Remove the Throat-Clearing Sound in the Start of the Video

Higher Ed
This video demonstrates some basic operations in TensorFlow such as objects and we will apply some mathematical operations to the Tensor objects.
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This clip is from the chapter "Artificial Neural Networks" of the series...
Instructional Video35:44
Packt

Fundamentals of Neural Networks - Lab 1 - Introduction to Python

Higher Ed
This video demonstrates some of the basic commands in Python specifically the print statement, data structures, variables, and how to define a function. This clip is from the chapter "Artificial Neural Networks" of the series...
Instructional Video6:26
Packt

Fundamentals of Neural Networks - Forward Propagation

Higher Ed
This video explains forward propagation and will dive deeper into the architecture of neural networks. This clip is from the chapter "Artificial Neural Networks" of the series "Fundamentals in Neural Networks".This section explains...
Instructional Video11:33
Packt

Fundamentals of Neural Networks - Activation Function

Higher Ed
This video explains the role of the activation function, which is an interesting phenomenon in the design of neural networks. This clip is from the chapter "Artificial Neural Networks" of the series "Fundamentals in Neural Networks".This...
Instructional Video14:32
Curated Video

Fundamentals of Machine Learning - Logistic Regression

Higher Ed
This video explains logistic regression with a little bit of mathematics behind it.
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This clip is from the chapter "Labs" of the series "Fundamentals of Machine Learning".This section explains the various lab exercises on...
Instructional Video7:58
Curated Video

Complete SAS Programming Guide - Learn SAS and Become a Data Ninja - Intuitive Understanding of Logistic Regression

Higher Ed
This video explains intuitive understanding of logistic regression.
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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...
Instructional Video11:45
Curated Video

Complete SAS Programming Guide - Learn SAS and Become a Data Ninja - 3 Phase Multiple Imputation Process Using SAS

Higher Ed
This video focuses on a three-phase multiple imputation process using SAS.
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This clip is from the chapter "SAS Predictive Modeling, Prepare the Input Variables" of the series "Complete SAS Programming Guide - Learn SAS and...
Instructional Video19:12
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - Probability Model: Conditional Probability in Machine Learning

Higher Ed
In this video, we will cover conditional probability in machine learning.
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This clip is from the chapter "Basics for Data Science: Mastering Probability and Statistics in Python" of the series "Data Science and Machine...
Instructional Video40:58
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - OPTIONAL Section- Mathematics Wrap-Up: Mathematical Wrap-Up on Machine Learning

Higher Ed
In this video, we will cover mathematical wrap-up on machine learning.
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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...
Instructional Video2:15
Curated Video

Python for Machine Learning - The Complete Beginners Course - Correlation Between the Most-Rated Movies

Higher Ed
In this video, you will learn about correlation between the most-rated 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,...
Instructional Video2:50
Curated Video

Python for Machine Learning - The Complete Beginners Course - 3D Visualization of the Predicted Values

Higher Ed
In this video, we will cover 3D visualization of the predicted values.
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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...
Instructional Video1:18
Curated Video

Python for Machine Learning - The Complete Beginners Course - 3D Visualization of the Clusters

Higher Ed
In this video, we will cover 3D visualization of the clusters.
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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 Video15:01
Curated Video

Practical Data Science using Python - Decision Tree - Model Concept

Higher Ed
This video introduces you to decision tree - model concept.
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This clip is from the chapter "Classification using decision trees" of the series "Practical Data Science Using Python".This section explains classification using...
Instructional Video3:34
Curated Video

Reinforcement Learning and Deep RL Python Theory and Projects - DNN Why Activation Function Is Required Exercise Solution

Higher Ed
This is an exercise solution video that explains why activation function is required.
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This clip is from the chapter "DNN Foundation for Deep RL" of the series "Reinforcement Learning and Deep RL Python (Theory and...
Instructional Video1:16
Curated Video

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

Higher Ed
In this video, we will understand entropy.
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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, we will cover...
Instructional Video1:02
Curated Video

Python for Machine Learning - The Complete Beginners Course - Sorting Values

Higher Ed
In this video, you will learn about sorting values.
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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 Video1:00
Curated Video

Python for Machine Learning - The Complete Beginners Course - Sorting the Most-Rated Movies

Higher Ed
In this video, you will learn how to sort the most-rated 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...
Instructional Video2:23
Curated Video

Python for Machine Learning - The Complete Beginners Course - Repeating the Process for Another Movie

Higher Ed
In this video, you will learn how to repeat the process for another movie.
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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 Video2:02
Curated Video

Python for Machine Learning - The Complete Beginners Course - Number of Predicted Clusters

Higher Ed
In this video, you will learn about the number of predicted clusters.
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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...
Instructional Video1:14
Curated Video

Python for Machine Learning - The Complete Beginners Course - K-Nearest Neighbors (KNN) Using Python

Higher Ed
In this video, we will cover K-Nearest Neighbors (KNN) using Python.
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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 Video1:25
Curated Video

Python for Machine Learning - The Complete Beginners Course - K-Means Clustering Algorithm

Higher Ed
In this video, we will cover the K-Means clustering algorithm.
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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 Video1:16
Curated Video

Python for Machine Learning - The Complete Beginners Course - Jointplot of the Ratings and Number of Ratings

Higher Ed
In this video, you will learn how to make a Jointplot of the ratings and 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...
Instructional Video1:22
Curated Video

Python for Machine Learning - The Complete Beginners Course - Introduction to Decision Trees

Higher Ed
In this video, we will have a quick introduction to decision trees.
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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...