Curated Video
Linux Network Administration - Creating First Virtual Machine
This video explains how to create a virtual machine on the VirtualBox.
Curated Video
Recommender Systems Complete Course Beginner to Advanced - Project 1: Song Recommendation System Using Content-Based Filtering: Dataset Usage
In this lesson, you will learn to develop our content-based filtering for the song project.
Curated Video
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.
Curated Video
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.
Curated Video
Recommender Systems Complete Course Beginner to Advanced - Machine Learning for Recommender Systems: Design Approaches for ML
In this lecture, we will explore the design approaches for recommender systems using machine learning.
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Recommender Systems Complete Course Beginner to Advanced - Machine Learning for Recommender Systems: Guidelines for ML
In this video, we will discuss a few guidelines for machine learning-based recommender systems.
Curated Video
Recommender Systems Complete Course Beginner to Advanced - Machine Learning for Recommender Systems: Benefits of Machine Learning
Let's understand what role machine learning plays in a recommender system and what are the benefits of machine learning.
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Recommender Systems Complete Course Beginner to Advanced - Basics of Recommender System: Item Model and Memory-Based Collaborative Filtering
In this video, we will understand another collaborative filtering model, the item-based model.
Curated Video
Recommender Systems Complete Course Beginner to Advanced - Basics of Recommender System: Collaborative Filtering and User-Based Collaborative Filtering
In this lesson, you will learn about collaborative filtering and user-based collaborative filtering.
Curated Video
Recommender Systems Complete Course Beginner to Advanced - Basics of Recommender System: Content-Based Filtering
In this lesson, we will understand the first model of filtering, content-based filtering, and learn its pros and cons.
Curated Video
Recommender Systems Complete Course Beginner to Advanced - Basics of Recommender System: Quality of Recommender System
In this lesson, we will look at the quality of recommender systems through inferred preferences and ways to collect user opinions.
Curated Video
Recommender Systems Complete Course Beginner to Advanced - Basics of Recommender System: Taxonomy of Recommender Systems
In this lecture, we will discuss the taxonomy of recommender systems, the personalized and non-personalized recommender systems.
Curated Video
Recommender Systems Complete Course Beginner to Advanced - Motivation for Recommender System: Nexus of AI and Recommender Systems
In this video, we will understand the nexus between artificial intelligence and recommender systems.
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Recommender Systems Complete Course Beginner to Advanced - Basics of Recommender System: Online Evaluation Techniques
In this video, you will learn about the evaluation technique and focus on the online evaluation technique in this lecture.
Curated Video
Fundamentals of Secure Software - SAST (Static Application Security Testing)
This video provides an introduction to SAST (Static Application Security Testing).
Curated Video
Fundamentals of Secure Software - HIPAA (Health Insurance Portability and Accountability Act)
This video explains the HIPAA (Health Insurance Portability and Accountability Act) and its purpose.
Curated Video
Fundamentals of Secure Software - Password Management
This video explains how to handle passwords securely.
Curated Video
Fundamentals of Secure Software - Microsoft Threat Model Tool demo
This is a demo video of the Microsoft Threat Model tool.
Curated Video
Fundamentals of Secure Software - Web Sessions
This video explains web session management.
Curated Video
Fundamentals of Secure Software - Cross-Site Scripting
This video explains cross-site scripting.
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Fundamentals of Secure Software - Security Logging and Monitoring Failures
This video demonstrates insecure logging.
Curated Video
Fundamentals of Secure Software - Security Misconfiguration
This video talks about security misconfiguration.
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Fundamentals of Secure Software - Threat Actors and More Definitions
This video demonstrates the different attackers that threaten software and systems. You will look at more foundational definitions.