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Recommender Systems Complete Course Beginner to Advanced - Project Amazon Product Recommendation System: Make Tensors from DataFrame
We will now advance further by checking our dataset using a single user and developing the Tensor from DataFrame.
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Recommender Systems Complete Course Beginner to Advanced - Project Amazon Product Recommendation System: Data Visualization with WordCloud
In this video, we will explore how to load the dataset and begin data visualization using WordCloud.
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Recommender Systems Complete Course Beginner to Advanced - Project Amazon Product Recommendation System: Download Libraries
Here, you will learn to implement the Amazon product recommendation system using deep learning. We will import the requisite libraries and build and train the deep learning-based model using TensorFlow.
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Recommender Systems Complete Course Beginner to Advanced - Deep Learning Foundation for Recommender Systems: Inference Mechanism
In this video, you will learn about the inference mechanisms for generic recommender systems, including individual interests, candidate generation, ranking and filtering, and item similarities.
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Recommender Systems Complete Course Beginner to Advanced - Project 2: Movie Recommendation System Using Collaborative Filtering: Making Recommendations
We will explore how to make recommendations using collaborative filtering in the movie recommender system.
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Recommender Systems Complete Course Beginner to Advanced - Project 2: Movie Recommendation System Using Collaborative Filtering: KNN Implementation
Here, you will learn how to implement the k-nearest neighbor algorithm in the movie recommender system.
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Recommender Systems Complete Course Beginner to Advanced - Project 2: Movie Recommendation System Using Collaborative Filtering: Create Collaborative Filter
In this lesson, you will learn how to create a collaborative filter for the movie recommender system.
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Recommender Systems Complete Course Beginner to Advanced - Project 2: Movie Recommendation System Using Collaborative Filtering: Logarithm of Count
In this video, we will explore how to calculate the count of elements using the logarithm function.
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Recommender Systems Complete Course Beginner to Advanced - Project 2: Movie Recommendation System Using Collaborative Filtering: Rating Plot
In this video, you will learn to perform data visualization and analysis for the project using the movies and ratings dataset.
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Recommender Systems Complete Course Beginner to Advanced - Project 2: Movie Recommendation System Using Collaborative Filtering: Dataset Discussion
In this video, we will look at the various libraries we would need to import for this project, including os, math, NumPy, time, and Pandas.
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Recommender Systems Complete Course Beginner to Advanced - Project 2: Movie Recommendation System Using Collaborative Filtering: Project Introduction
This video provides an overview of the movie recommendation system using collaborative filtering.
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Recommender Systems Complete Course Beginner to Advanced - Project 1: Song Recommendation System Using Content-Based Filtering: Find Closest Title
In this lesson, we will try to locate the nearest element to the search, and we will do this using functions.
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Recommender Systems Complete Course Beginner to Advanced - Project 1: Song Recommendation System Using Content-Based Filtering: Fuzzywuzzy Implementation
You will learn to develop the two types of functions needed to make the recommender engine.
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Recommender Systems Complete Course Beginner to Advanced - Project 1: Song Recommendation System Using Content-Based Filtering: Similarity Index
In this lesson, we will explore how to use the similarity index.
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Recommender Systems Complete Course Beginner to Advanced - Project 1: Song Recommendation System Using Content-Based Filtering: tf-idf Implementation
In this video, we will understand how to calculate and use the tf-idf vectorizers with sklearn.
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AWS Certified Solutions Architect Associate (SAA-C03) - Secure Design Scenario
Now that you know the best practices for secure design, let's see how we can apply them to Widget Makers' needs in this video.
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AutoCAD 2023 Masterclass - Produce Amazing Site Plans Quickly - Inserting Text in Lawn and Passage
In this video, you will learn how to add text and labels in the lawn and passage areas of the drawing, including identifying landscaping elements, pathways, and other important details.
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AutoCAD 2023 Masterclass - Produce Amazing Site Plans Quickly - Drafting Door
In this video, you will learn how to draft doors in AutoCAD 2D. You will learn how to create door blocks with proper dimensions and alignments, set door properties such as swing direction, frame details, and hardware placement.
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AutoCAD 2023 Masterclass - Produce Amazing Site Plans Quickly - Setting Units and Limits
In this video, you will learn how to set the units and limits in AutoCAD 2D for creating an accurate ground floor plan. You will learn how to configure the drawing units, set the drawing limits, and adjust the grid and snap settings to...
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Web Hacker's Toolbox - Tools Used by Successful Hackers - Introduction-What is Covered in This Course?
This video provides an introduction to the section. This clip is from the chapter "Exploiting Race Conditions with OWASP ZAP" of the series "Web Hacker's Toolbox - Tools Used by Successful Hackers".null
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Web Hacker's Toolbox - Tools Used by Successful Hackers - Summary-1
This video helps you with the summary of this section. This clip is from the chapter "How Hackers Find SQL Injections in Minutes with Sqlmap" of the series "Web Hacker's Toolbox - Tools Used by Successful Hackers".This section focuses on...
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Web Hacker's Toolbox - Tools Used by Successful Hackers - From SQL Injection to Remote Code Execution Overview
This video provides an overview of how to execute the code from SQL injection to remote. This clip is from the chapter "How Hackers Find SQL Injections in Minutes with Sqlmap" of the series "Web Hacker's Toolbox - Tools Used by...
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Web Hacker's Toolbox - Tools Used by Successful Hackers - Dumping Database Table Entries Overview
This video provides an overview of how to dump database table entries. This clip is from the chapter "How Hackers Find SQL Injections in Minutes with Sqlmap" of the series "Web Hacker's Toolbox - Tools Used by Successful Hackers".This...
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Web Hacker's Toolbox - Tools Used by Successful Hackers - Introduction-Web Hacker's Toolbox: Tools Used by Successful Hackers
This clip is from the chapter "Introduction to the Course" of the series "Web Hacker's Toolbox - Tools Used by Successful Hackers".This section provides an introduction to the course.