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Deep Learning - Convolutional Neural Networks with TensorFlow - Text Preprocessing
In this video, we will move into action and understand how to do text preprocessing using Colab notebook. This clip is from the chapter "Natural Language Processing (NLP)" of the series "Deep Learning - Convolutional Neural Networks with...
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Social Media Automation using Python - Project
This video is a demonstration plus project work where we will create code based on the lessons learnt so far and link what we have studied in this course in terms of retrieving information using Python coding. This clip is from the...
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Social Media Automation using Python - Project Part 2
In the project part 2 video, we will call the API object and create a data frame with columns to receive the relevant information about the video titles. This clip is from the chapter "YouTube Automation" of the series "Social Media...
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Social Media Automation using Python - Project Part 1
In project parts 1 to 3, we will fetch information regarding the video title, the total number of views, the total number of likes, the comments received, and the video links. This clip is from the chapter "YouTube Automation" of the...
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Social Media Automation using Python - Fetching the Playlist Information
In this video, you will learn to use the api.get_playlists() function to retrieve playlist information from YouTube. You can use the process to retrieve playlists, playlist items, playlist items by ID, and playlists by ID. This clip is...
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Social Media Automation using Python - Fetching the Channel Information
After learning to create an API key, we will use it along with a channel ID to fetch relevant channel information using the API.get_channel_info() function. We can obtain viewer count, subscriber count, video count, and description. This...
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Social Media Automation using Python - Displaying Data of Playlists
After learning to retrieve playlist information, you will learn to use Python coding to display the playlist information to suit our requirements, such as snippets, number of videos, and content details. This clip is from the chapter...
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Recommender Systems with Machine Learning - Making Recommendations-1
This video explains how to make song recommendations. This clip is from the chapter "Project 1: Song Recommendation System Using Content-Based Filtering" of the series "Recommender Systems with Machine Learning".This section focuses on...
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Recommender Systems with Machine Learning - Missing Values
This video explains how to churn out the missing values from the dataset. This clip is from the chapter "Project 1: Song Recommendation System Using Content-Based Filtering" of the series "Recommender Systems with Machine Learning".This...
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Recommender Systems with Machine Learning - Making Recommendations with Collaborative Filtering
This video helps you make recommendations with collaborative filtering. 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...
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Recommender Systems with Machine Learning - Making Recommendations
This video helps you with making recommendations. 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 for...
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Recommender Systems with Machine Learning - Recommendation Engine
This video talks about the recommendation engine in detail. 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...
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Recommender Systems with Machine Learning - Recommender Systems Process and Goals
This video helps you understand the process and goals of recommender systems. This clip is from the chapter "Motivation for Recommender System" of the series "Recommender Systems with Machine Learning".This section focuses on recommender...
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Linux Operating System: A Complete Linux Guide for Beginners - Killing a Process
In this video, you will learn how to kill a process. This clip is from the chapter "Process and Memory" of the series "Linux Operating System: A Complete Linux Guide for Beginners".In this section, we will cover process and memory.
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Linux Operating System: A Complete Linux Guide for Beginners - Firewall
In this video, we will discuss about firewall. This clip is from the chapter "Networking" of the series "Linux Operating System: A Complete Linux Guide for Beginners".In this section, we will cover networking, learn how to check our IP...
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Linux Operating System: A Complete Linux Guide for Beginners - Memory
In this video, we will discuss about memory. This clip is from the chapter "Process and Memory" of the series "Linux Operating System: A Complete Linux Guide for Beginners".In this section, we will cover process and memory.
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Chatbots for Beginners: A Complete Guide to Build Chatbots - Deep Learning-Based Chatbot Architecture and Development: Data Preparation
We will use the two datasets available for our project, the training QA and the testing QA. We will save them in our project folder and invoke them as needed. This clip is from the chapter "Advanced Chatbots with Deep Learning and...
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CISSP Crash Course - Operate Detective and Preventative Controls
This video explains firewalls and how to operate detective and preventative controls. This clip is from the chapter "Security Operations" of the series "CISSP Crash Course".This section covers domain 7, which focuses on security operations.
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CISSP Crash Course - Collect Security Process Data
This video explains collecting security process data and account management and review. This clip is from the chapter "Security Assessment and Testing" of the series "CISSP Crash Course".This section covers domain 6, which focuses on...
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CISSP Crash Course - Personnel Security Policies and Procedures
This video explains personnel security policies and procedures. This clip is from the chapter "Security and Risk Management" of the series "CISSP Crash Course".This section explains domain 1, which focuses on security and risk management.
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Master SQL for Data Analysis - Common Table Expressions (CTEs)
In this video, you will learn more about the common table expression, which allows us to reference data within a SELECT statement. This clip is from the chapter "SQL – Simplify Queries (Views, CTEs)" of the series "Master SQL for Data...
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Master SQL for Data Analysis - Virtual Tables (Views)
In this lesson, we will look at creating virtual tables to look at tables in a different way than their existing database structures. This clip is from the chapter "SQL – Simplify Queries (Views, CTEs)" of the series "Master SQL for Data...
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Master SQL for Data Analysis - Creating a Window Function
This is an illustrative video on creating a simple window function using the OVER and PARTITION BY functions. This clip is from the chapter "SQL - Window Functions" of the series "Master SQL for Data Analysis".This section focuses on one...
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Master SQL for Data Analysis - Conditional Logic – Multiple Rows
The second type of subquery used to filter data based on conditional logic is the subquery that may return multiple rows of data. This clip is from the chapter "SQL – Subqueries" of the series "Master SQL for Data Analysis".This section...