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Data Science Model Deployments and Cloud Computing on GCP - Strong Versus Weak
This video explains the difference between strong and weak programming types, where a weak programming type can change the type of the variable and the strong programming type cannot change its variable type. This clip is from the...
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Data Science Model Deployments and Cloud Computing on GCP - Introduction to Programming Types
This video introduces you to different programming types such as numbers, strings, and Booleans. This clip is from the chapter "Programming Languages" of the series "Web Development Concepts for Everyone".In this section, you are going...
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Data Science Model Deployments and Cloud Computing on GCP - Database
This video explains a database that holds onto data for a web application long-term. The browser can only hold onto information for a limited time. The data in databases is persistent. The data does not go away if the database or...
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Data Science Model Deployments and Cloud Computing on GCP - Server
This video explains the server that handles data exchanges between clients and databases. Users have the client on their device, so there are many clients. Those clients talk to the same server per application. This clip is from the...
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Data Science Model Deployments and Cloud Computing on GCP - Client
This video explains the client, which is a login that makes a webpage smart. It handles user interactions and flow of data between the user and server. The client is what turns a webpage into a web application. This clip is from the...
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Data Science Model Deployments and Cloud Computing on GCP - Introduction-Full Stack
This video introduces you to the course and what full stack is and what purpose it serves. This clip is from the chapter "The Basics of Full-Stack Web Applications" of the series "Web Development Concepts for Everyone".This video...
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Vue.js 3 and Firebase for Beginners - Adding Users
This video explains how to add new users to the website who can access the entire website. We need to set up a way to allow only authorized admin users into the admin section. We will do this using custom claims. This clip is from the...
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Vue.js 3 and Firebase for Beginners - Getting Pizzas
This video explains how to get pizzas using the async function, getPizza, and calling the import function called getDocs. This clip is from the chapter "Firebase Setup and Firestore" of the series "Vue.js 3 and Firebase for...
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Vue.js 3 and Firebase for Beginners - Admin: Listing Orders Component
The final component we are adding to the admin list is the current orders component. This component will be used to list the current orders and is added to the admin folder to keep it organized. This clip is from the chapter "Project UI"...
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Professional Scrum Master 2 (PSM II) Certification - A Crash Course - Mastering Scrum: Scrum Master Tips and Tricks
In this video, we will discover how to generate test cases using ChatGPT and how ChatGPT can help automate the process of generating test cases based on requirements and specifications. You will learn to leverage ChatGPT's capabilities...
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Linux Crash Course for Beginners - 2023 - System Monitoring Commands
In this video, you will learn about system monitoring commands such as top, df, dmesg, iostat 1, netstat, free, cat /proc/cpuinfo, and cat /proc/meminfo.
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Linux Crash Course for Beginners - 2023 - Finding System Information
In this video, you will learn the commands that can be used to find the system information, such as umami, cat /etc/redhat-release, cat /etc/*rel*, dmid.
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Linux Crash Course for Beginners - 2023 - Getting Help
In this video, we will cover help commands such as man, whatis, -help.
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Linux Crash Course for Beginners - 2023 - Creating Virtual Machine
In this video, you will learn how to create a virtual machine on the Oracle VirtualBox.
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SwiftUI iOS 16 Crash Course - Emoji Quote App in SwiftUI - The Quote View Model
This is a continuation of the previous video about the quotable API. Here, we will create the view model, connecting the actual view and the data model we created. This clip is from the chapter "Emoji App" of the series "SwiftUI iOS 16...
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Fundamentals of Neural Networks - Lab 2 - Sequence to Sequence Stock Candlestick Forecast
This video demonstrates sequence-to-sequence stock candlestick forecast. This clip is from the chapter "Recurrent Neural Networks" of the series "Fundamentals in Neural Networks".This section explains NLP, we will start with recurrent...
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Fundamentals of Neural Networks - Bi-Directional RNN
Bidirectional recurrent neural networks (BRNN) connect two hidden layers of opposite directions to the same output. BRNNs are especially useful when the context of the input is needed. For example, in handwriting recognition, the...
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Fundamentals of Neural Networks - Long Short-Term Memory (LSTM)
Long short-term memory (LSTM) is an artificial recurrent neural network (RNN) architecture used in the field of deep learning. LSTM networks are well-suited to classifying, processing, and making predictions based on time series data...
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Fundamentals of Neural Networks - Gated Recurrent Unit (GRU)
Gated recurrent units (GRUs) are a gating mechanism in recurrent neural networks. GRUs have been shown to exhibit better performance on certain smaller and less frequent datasets. This clip is from the chapter "Recurrent Neural Networks"...
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Fundamentals of Neural Networks - Forward Propagation in RNN
The forward propagation in an RNN makes a few assumptions: 1) We assume the hyperbolic tangent activation function for the hidden layer. 2) We assume that the output is discrete as if the RNN is used to predict words or characters. This...
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Fundamentals of Neural Networks - Padding
This video explains padding in convolutional neural networks. This clip is from the chapter "Convolutional Neural Networks" of the series "Fundamentals in Neural Networks".This section explains convolutional neural networks where you...
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Fundamentals of Neural Networks - Convolutional Operation
The Convolution layer (CONV) uses filters that perform convolution operations as it is scanning the input with respect to its dimensions. Its hyperparameters include the filter size and stride. The resulting output is called a feature...
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Fundamentals of Neural Networks - Forward Propagation
This video explains forward propagation and will dive deeper into the architecture of neural networks. This clip is from the chapter "Artificial Neural Networks" of the series "Fundamentals in Neural Networks".This section explains...
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Building Microservices API in Go - Generating Refresh Token: Part 2
In this video, we will continue from where we left off in the previous video and learn how to generate refresh tokens. We will discuss different strategies and techniques for generating secure refresh tokens in our application. This clip...