Instructional Video5:57
Curated Video

CompTIA A+ Certification Core 1 (220-1101) - CPU Generations and Architecture

Higher Ed
By now you are probably wondering what that alphabet soup of letters and numbers alongside a CPU name means. Understanding the nomenclature of CPU models will ensure that you fully understand how they work. In this video, we are going...
Instructional Video10:51
Curated Video

Deep Learning - Convolutional Neural Networks with TensorFlow - Transfer Learning Code (Part 1)

Higher Ed
In this video, we will dive into action and look at codes for transfer learning with data augmentation.
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This clip is from the chapter "Transfer Learning for Computer Vision" of the series "Deep Learning - Convolutional Neural...
Instructional Video8:15
Curated Video

Deep Learning - Convolutional Neural Networks with TensorFlow - Transfer Learning Theory

Higher Ed
In this video, we will get introduced to the concept of transfer learning.
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This clip is from the chapter "Transfer Learning for Computer Vision" of the series "Deep Learning - Convolutional Neural Networks with TensorFlow".In...
Instructional Video6:14
Curated Video

Deep Learning - Convolutional Neural Networks with TensorFlow - Text Classification with CNNs

Higher Ed
In this video, we will move into action and work on text classification with CNNs.
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This clip is from the chapter "Natural Language Processing (NLP)" of the series "Deep Learning - Convolutional Neural Networks with...
Instructional Video10:25
Curated Video

Deep Learning - Convolutional Neural Networks with TensorFlow - Improving CIFAR-10 Results

Higher Ed
In this video, you will learn how to improve CIFAR-10 results using data augmentation and batch normalization.
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This clip is from the chapter "Convolutional Neural Networks (CNNs)" of the series "Deep Learning - Convolutional...
Instructional Video8:55
Curated Video

Deep Learning - Convolutional Neural Networks with TensorFlow - Data Augmentation

Higher Ed
In this video, you will learn about data augmentation.
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This clip is from the chapter "Convolutional Neural Networks (CNNs)" of the series "Deep Learning - Convolutional Neural Networks with TensorFlow".In this section, we...
Instructional Video6:50
Curated Video

Deep Learning - Convolutional Neural Networks with TensorFlow - CNN for Fashion MNIST

Higher Ed
In this video, we will start with implementing CNN with the fashion MNIST dataset.
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This clip is from the chapter "Convolutional Neural Networks (CNNs)" of the series "Deep Learning - Convolutional Neural Networks with...
Instructional Video15:16
Curated Video

Deep Learning - Convolutional Neural Networks with TensorFlow - CNN Code Preparation

Higher Ed
In this video, we will look at the code preparation we will use for CNN and understand it.
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This clip is from the chapter "Convolutional Neural Networks (CNNs)" of the series "Deep Learning - Convolutional Neural Networks with...
Instructional Video4:54
Curated Video

Deep Learning - Convolutional Neural Networks with TensorFlow - 2 Approaches to Transfer Learning

Higher Ed
In this video, we will discuss the two approaches used for transfer learning, which we will use in the next videos.
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This clip is from the chapter "Transfer Learning for Computer Vision" of the series "Deep Learning -...
Instructional Video5:16
Curated Video

Deep Learning - Convolutional Neural Networks with TensorFlow - Batch Normalization

Higher Ed
In this video, you will learn about batch normalization.
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This clip is from the chapter "Convolutional Neural Networks (CNNs)" of the series "Deep Learning - Convolutional Neural Networks with TensorFlow".In this section, we...
Instructional Video1:41
Curated Video

Recommender Systems: An Applied Approach using Deep Learning - Project Overview

Higher Ed
This video outlines the project and will demonstrate how to install the packages required for the project, data preparation, using TensorFlow, evaluation, and recommendation.
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This clip is from the chapter "Project Amazon...
Instructional Video5:15
Curated Video

Recommender Systems with Machine Learning - KNN Implementation-2

Higher Ed
This video explains the implementation of KNN.<br<br/>/>

This clip is from the chapter "Project 2: Movie Recommendation System Using Collaborative Filtering" of the series "Recommender Systems with Machine Learning".null
Instructional Video9:05
Curated Video

Recommender Systems with Machine Learning - KNN Implementation-1

Higher Ed
This video explains how to implement KNN.
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This clip is from the chapter "Machine Learning for Recommender System" of the series "Recommender Systems with Machine Learning".This section focuses on the use of machine learning...
Instructional Video6:53
Curated Video

Recommender Systems with Machine Learning - Data Partitioning

Higher Ed
This video explains data partitioning.<br<br/>/>

This clip is from the chapter "Basic of Recommender Systems" of the series "Recommender Systems with Machine Learning".This section focuses on the basics of recommender systems.
Instructional Video5:23
Curated Video

Chatbots for Beginners: A Complete Guide to Build Chatbots - Deep Learning-Based Chatbot Architecture and Development: Importing Libraries

Higher Ed
This video demonstrates how to import step by step the four main libraries required for our project, including TensorFlow NumPy, Keras, and Pickle, and you will learn about importing Sequential and Model.
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This clip is from...
Instructional Video1:59
Curated Video

Chatbots for Beginners: A Complete Guide to Build Chatbots - Deep Learning-Based Chatbot Architecture and Development: Steps Involved

Higher Ed
In this lesson, you will learn about the various steps involved in developing chatbots based on deep learning techniques. We will install the required packages, define chat models and tokenization, and set up the encoder-decoder...
Instructional Video6:56
Curated Video

CISSP Crash Course - Security Models

Higher Ed
This video explains security models definition and trusted computing.
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This clip is from the chapter "Architecture and Engineering" of the series "CISSP Crash Course".This section covers domain 3, which focuses on architecture...
Instructional Video3:27
Curated Video

Master SQL for Data Analysis - Relational Model, ER Diagram

Higher Ed
Here, we will explore the three main building blocks of a relational database: entity, attribute, and relationship.
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This clip is from the chapter "Databases - Terminology" of the series "Master SQL for Data Analysis".This...
Instructional Video7:11
Curated Video

Recommender Systems: An Applied Approach using Deep Learning - Making Recommendations

Higher Ed
In this lesson, you will learn to create a recommendation and use a brute-force algorithm to generate the recommendation.
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This clip is from the chapter "Project Amazon Product Recommendation System" of the series "Recommender...
Instructional Video10:58
Curated Video

Recommender Systems: An Applied Approach using Deep Learning - Train and Validation

Higher Ed
After entirely developing our model, you will learn to fit and evaluate the model for functionality.
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This clip is from the chapter "Project Amazon Product Recommendation System" of the series "Recommender Systems: An Applied...
Instructional Video3:05
Curated Video

Recommender Systems: An Applied Approach using Deep Learning - Compute Loss

Higher Ed
Here, we will look at the next step of training our model: the compute loss function.
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This clip is from the chapter "Project Amazon Product Recommendation System" of the series "Recommender Systems: An Applied Approach Using...
Instructional Video5:57
Curated Video

Recommender Systems: An Applied Approach using Deep Learning - Candidate Tower and Retrieval System

Higher Ed
In this video, you will learn how to create a candidate tower and develop a retrieval system.
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This clip is from the chapter "Project Amazon Product Recommendation System" of the series "Recommender Systems: An Applied...
Instructional Video8:14
Curated Video

Recommender Systems: An Applied Approach using Deep Learning - Making the Model and Query Tower

Higher Ed
In this lecture, you will learn to develop our model and create a query tower to perform retrieval tasks.
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This clip is from the chapter "Project Amazon Product Recommendation System" of the series "Recommender Systems: An...
Instructional Video3:50
Curated Video

Recommender Systems: An Applied Approach using Deep Learning - Strengths and Weaknesses of DL Models

Higher Ed
In this lesson, you will learn about the strengths and weaknesses of deep learning recommender system models.
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This clip is from the chapter "Deep Learning Foundation for Recommender Systems" of the series "Recommender...