Curated Video
Fundamentals of Neural Networks - Backward Propagation Through Time
Backpropagation through time (BPTT) is a gradient-based technique for training certain types of recurrent neural networks. It can be used to train Elman networks. The algorithm was independently derived by numerous researchers. This clip...
Curated Video
Fundamentals of Neural Networks - Why Use RNN
A Recurrent neural network is a type of artificial neural network commonly used in speech recognition and natural language processing. Recurrent neural networks recognize data's sequential characteristics and use patterns to predict the...
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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 - Activation Function
This video explains the role of the activation function, which is an interesting phenomenon in the design of neural networks. This clip is from the chapter "Artificial Neural Networks" of the series "Fundamentals in Neural Networks".This...
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Fundamentals of Neural Networks - Backward Propagation
This video explains backward propagation, which is defined by the optimization problem called the gradient descent algorithm. This clip is from the chapter "Artificial Neural Networks" of the series "Fundamentals in Neural Networks".This...
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Fundamentals of Neural Networks - Logistic Regression
This video explains logistic regression and specifically if the target here is discrete or binary. This clip is from the chapter "Artificial Neural Networks" of the series "Fundamentals in Neural Networks".This section explains...
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The Ultimate ChatGPT Guide with React Native - Develop Mobile Apps - Use ChatGPT to Build the Styles for the Story Feature Instagram App
In this video, you will learn how to use ChatGPT to build the styles for the story feature in an Instagram app. By the end of the video, you will have a better understanding of how to use ChatGPT to streamline your styling workflow in...
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Learn Java from Scratch - A Beginner's Guide - Step 04 - Java Modularization - 01 - Building Service and Consumer
In this video, we will build a simple application with modularization.
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Learn Java from Scratch - A Beginner's Guide - Step 12 - List and ArrayList - Sorting - Providing Flexibility by Implementing Comparator
In this video, we will continue our exploration of sorting List and ArrayList in Java and learn how to provide more flexibility by implementing the Comparator interface.
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Learn Java from Scratch - A Beginner's Guide - Step 11 - List and ArrayList - Sorting - Implementing Comparable Interface
In this video, you will learn how to useList and ArrayList in Java for sorting by implementing the comparable interface.
Curated Video
Learn Java from Scratch - A Beginner's Guide - Step 10 - List and ArrayList - Sorting - Introduction to Collections Sort Static
In this video, we will explore the List and ArrayList classes and their sorting capabilities. Specifically, you will be introduced to the Collections.sort() static method.
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Learn Java from Scratch - A Beginner's Guide - Step 04 - Java Arrays - Compare, Sort, and Fill
In this video, you will learn about Java arrays—compare, sort, and fill.
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Learn Java from Scratch - A Beginner's Guide - Eclipse Tip - Exploring Java API
In this video, you will learn about exploring Java API.
Curated Video
Exploring Human Hearing: From Basic Mechanics to Complex Perceptions
Dive into the intricacies of how we hear, from the journey of sound waves through the ear to the brain's ability to isolate and enhance conversations in noisy environments. Witness the fascinating tests conducted on diverse age groups to...
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Introduction to FinTech Using R - An AI-Driven Strategy
In this video, we will look at an AI-driven strategy. This clip is from the chapter "Asset Pricing" of the series "Introduction to FinTech Using R".This section explains asset pricing.
Curated Video
Microsoft Project 2021 From Beginners to Advanced - Sort, Group, and Filter Tasks and Resources
This video demonstrates how to sort, group, and filter tasks and resources in Project 2021. This video shows how to sort tasks by criteria, group tasks, and resources and apply filters to show only certain data types in our project. This...
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Microsoft Project 2021 From Beginners to Advanced - Manage Resources
This video focuses on managing resources. Resource management is a crucial aspect of project management as it involves identifying, allocating, and tracking the resources needed to complete project tasks. This clip is from the chapter...
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Microsoft Project 2021 From Beginners to Advanced - Reorganize the Structure
In this video, we will reorganize the task structure in Project 2021, use cut, copy, and paste commands to move tasks, and use drag and drop to rearrange tasks. This clip is from the chapter "Entering Tasks" of the series "Microsoft...
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Microsoft Project 2021 From Beginners to Advanced - Work with the Project Ribbon and Commands
This video illustrates the Project 2021 ribbon and its commands. Learn to use the ribbon to access commands and customize it to suit your needs. Learn how to work with contextual tabs that appear when specific objects are selected. This...
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Chatbots Development with Amazon Lex - Response Cards for User Experience
In this video, you will learn about creating response cards and adding better user themes and experiences.
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Chatbots Development with Amazon Lex - Making Utterances
After understanding intents and slots in detail, we will make utterances in our chatbots. We will begin with creating intent and then create an utterance using the sample utterances tab.
Curated Video
Chatbots Development with Amazon Lex - Intent Utterance and Slot
In this video, we will discuss intent in depth, which are utterances the user asks, and reveal the user's intent. We will also understand about a slot, which is information that Amazon Lex requires to fulfill an intent.
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Chatbots Development with Amazon Lex - Chatbot Steps
This video provides an in-depth outline of the various steps involved in creating a chatbot with Amazon Lex. We will understand how Amazon Lex connects with Amazon Lambda, Twilio software, and Amazon DynamoDB for storage.
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Chatbots Development with Amazon Lex - Framework of Lex
In this lecture, we will discuss the framework of Amazon Lex and how it functions. We will look at the operation cycle of the Amazon chatbot.