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Recommender Systems Complete Course Beginner to Advanced - Project 1: Song Recommendation System Using Content-Based Filtering: Project Introduction
This video provides a brief overview of the content-based recommender system for songs.
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Recommender Systems Complete Course Beginner to Advanced - Machine Learning for Recommender Systems: User-Based Collaborative Filtering
In this lesson, we will discuss user-based collaborative filtering in machine learning for a recommender system.
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Recommender Systems Complete Course Beginner to Advanced - Machine Learning for Recommender Systems: Item-Based Collaborative Filtering
In this video, you will learn to use machine learning to develop item-based collaborative filtering.
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Recommender Systems Complete Course Beginner to Advanced - Machine Learning for Recommender Systems: Data Preparation for Content-Based Filtering
In this lesson, you will learn to develop content-based filtering for a recommender system using Python.
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Recommender Systems Complete Course Beginner to Advanced - Machine Learning for Recommender Systems: Content-Based Filtering
In this lesson, we will understand content-based filtering and how to develop it with machine learning.
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Recommender Systems Complete Course Beginner to Advanced - Machine Learning Recommender Systems
This video outlines the machine learning-based recommender system with the help of Python.
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Fundamentals of Secure Software - SKF Labs Demo
This is a demo video of the SKF (Security Knowledge Framework) Labs.
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Fundamentals of Secure Software - SKF (Security Knowledge Framework)
This video explains how to use the SKF (Security Knowledge Framework).
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A Detailed Guide to the OWASP Top 10 - #5 Security Misconfiguration Prevention
This video explains the steps to be taken to prevent the OWASP 05 security misconfiguration.
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The Absolute Beginners Guide to Cybersecurity 2023 - Part 4 - You Have Been HACKED - Now What?
In this video, you will look at steps to take after you have been hacked and how exactly you would respond. This clip is from the chapter "Conclusion" of the series "The Absolute Beginners Guide to Cybersecurity 2023 - Part 4".This...
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The Absolute Beginners Guide to Cybersecurity 2023 - Part 4 - Two-Factor Authentications
In this video, you will learn about two-factor authentication, which is used to add an extra layer of security when logging into an account. This clip is from the chapter "Personal Security" of the series "The Absolute Beginners Guide to...
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Linux PAM Security Administration - The PAM File Configuration - Module Interface
This video explains the first column of the PAM file configuration, which is the module interface or type.
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AWS Certified Solutions Architect Associate (SAA-C03) - Step Functions
The forthcoming replacement for SWF is Step Functions in AWS. SWF is still supported and likely to be on an exam, but Step Functions will be replacing SWF in the coming years and be more heavily focused on in the exams as well.
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AWS Certified Solutions Architect Associate (SAA-C03) - Key Security Services
The selection and use of security services is essential, and this video explores services such as AWS Shield, WAF, SSO, and Secrets Manager and how they apply to your deployments.
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AWS Certified Solutions Architect Associate (SAA-C03) - Setting Up a Glacier Vault Lab
Now that you understand Glacier as a concept, it's time to explore the process of creating Glacier storage. This storage is called a vault with archives. This video demonstrates their creation and use.
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AWS Certified Solutions Architect Associate (SAA-C03) - AWS Certification Path
In this lesson, we will look at the path to the AWS certification process in detail. We will look at the concepts that need to be focused on to successfully clear the certification process.
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AWS Certified Solutions Architect Associate (SAA-C03) - Take the Exam
The final step is to take the exam. Here are a few good exam tips to help you pass with confidence.
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AWS Certified Solutions Architect Associate (SAA-C03) - Use the System
Be sure to use the system to your advantage as you work toward studying and passing your CSA-A exam.
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AWS Certified Solutions Architect Associate (SAA-C03) - AWS Certified Solutions Architect - Associate Overview
The AWS Certified Solutions Architect - Associate complete overview: everything you need to know about the CSA-A.
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AWS Certified Solutions Architect Associate (SAA-C03) - How to Get Started with AWS
How to set up your free AWS account, and everything you need to know before you begin.
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Recommender Systems Complete Course Beginner to Advanced - Project Amazon Product Recommendation System: Train and Validation
After entirely developing our recommender system, we will perform the training and validation, fitting and evaluating our model.
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Recommender Systems Complete Course Beginner to Advanced - Project Amazon Product Recommendation System: Making Recommendations
We will now perform some recommendations using the brute-force algorithms and then perform the indexing of our data.
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Recommender Systems Complete Course Beginner to Advanced - Project Amazon Product Recommendation System: Accuracy Versus Recommendations
We will now perform data visualization; we will check the accuracy of our recommender model with the recommendations.
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Recommender Systems Complete Course Beginner to Advanced - Project Amazon Product Recommendation System: Making the Model and Query Tower
After testing and training the recommendations, we will develop the model by loading the Tensor board extension.