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Deep Learning - Computer Vision for Beginners Using PyTorch - Data Loading - CIFAR10
In this video, you will learn how to load our CIFAR10 dataset in PyTorch. This clip is from the chapter "CNN in PyTorch" of the series "Deep Learning - Computer Vision for Beginners Using PyTorch".In this section, you will learn how to...
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Deep Learning - Computer Vision for Beginners Using PyTorch - Writing a Custom NN Module
In this video, you will learn how to write a custom NN (Neural Network) module. This clip is from the chapter "Creating Deep Neural Networks in PyTorch" of the series "Deep Learning - Computer Vision for Beginners Using PyTorch".In this...
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Deep Learning - Computer Vision for Beginners Using PyTorch - Building the First Neural Network
In this video, you will learn how to build your first neural network. This clip is from the chapter "Creating Deep Neural Networks in PyTorch" of the series "Deep Learning - Computer Vision for Beginners Using PyTorch".In this section,...
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Deep Learning - Computer Vision for Beginners Using PyTorch - AutoGrad in PyTorch
In this video, you will learn what is AutoGrad in PyTorch. This clip is from the chapter "AutoGrad in PyTorch" of the series "Deep Learning - Computer Vision for Beginners Using PyTorch".In this section, we will have a look at AutoGrad...
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Deep Learning - Convolutional Neural Networks with TensorFlow - CNNs for Text
In this video, we will understand how we can use CNNs for text sequences. This clip is from the chapter "Natural Language Processing (NLP)" of the series "Deep Learning - Convolutional Neural Networks with TensorFlow".In this section,...
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Deep Learning - Convolutional Neural Networks with TensorFlow - Code Preparation (NLP)
In this video, we will look at the code preparation we will use for NLP and understand it. This clip is from the chapter "Natural Language Processing (NLP)" of the series "Deep Learning - Convolutional Neural Networks with TensorFlow".In...
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Deep Learning - Convolutional Neural Networks with TensorFlow - CNN Architecture
In this video, we will understand the CNN architecture. This clip is from the chapter "Convolutional Neural Networks (CNNs)" of the series "Deep Learning - Convolutional Neural Networks with TensorFlow".In this section, we will cover a...
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Deep Learning - Convolutional Neural Networks with TensorFlow - What Is Convolution? (Part 1)
In this video, we will get introduced to the concept of convolution. This clip is from the chapter "Convolutional Neural Networks (CNNs)" of the series "Deep Learning - Convolutional Neural Networks with TensorFlow".In this section, we...
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Recommender Systems with Machine Learning - FuzzyWuzzy Implementation
This video helps you with the implementation of the FuzzyWuzzy algorithm. 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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Linux Operating System: A Complete Linux Guide for Beginners - Using External USB Devices in a VM Copy
In this video, you will learn how to use external USB devices in a VM copy. This clip is from the chapter "Bonus: Additional VirtualBox settings" of the series "Linux Operating System: A Complete Linux Guide for Beginners".null
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Linux Operating System: A Complete Linux Guide for Beginners - Shell Scripting
In this video, you will learn about shell scripting. This clip is from the chapter "Advanced Features" of the series "Linux Operating System: A Complete Linux Guide for Beginners".In this section, you will learn how run a C program,...
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Linux Operating System: A Complete Linux Guide for Beginners - Pipe and sed
In this video, we will understand a pipe “|†and also understand the use of the sed command. This clip is from the chapter "Working with Files and Directories" of the series "Linux Operating System: A Complete Linux Guide for...
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Kafka for Developers - Data Contracts Using Schema Registry - Date Logical Type
In this video, we will code and learn the date logical types. This clip is from the chapter "Logical Schema Types in AVRO" of the series "Kafka for Developers - Data Contracts Using Schema Registry".In this section, you will cover the...
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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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Chatbots for Beginners: A Complete Guide to Build Chatbots - Deep Learning-Based Chatbot Architecture and Development: Encoder Decoder
In this video, we will understand what encoder and decoder are, their architecture, and long short-term memory (LSTM), a neural network used in deep learning. This clip is from the chapter "Advanced Chatbots with Deep Learning and...
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Chatbots for Beginners: A Complete Guide to Build Chatbots - Project: Conversational Chatbot Development with Machine Learning: Bot Finishing
After setting all elements of the chatbot, we will complete the bot by inputting queries and data and receiving responses from the chatbot based on the question placed. This clip is from the chapter "Basics of Chatbots with Machine...
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Chatbots for Beginners: A Complete Guide to Build Chatbots - Project: Conversational Chatbot Development with Machine Learning: Greeting Function
After setting everything up, we will now look at creating a few greeting inputs and a few greeting responses for the conversational chatbot to respond with. This clip is from the chapter "Basics of Chatbots with Machine Learning and...
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Chatbots for Beginners: A Complete Guide to Build Chatbots - Project: Conversational Chatbot Development with Machine Learning: Lemmatization and Processed Text
In this video, we will look at the project's next step, the lemmatization process, using the WordNet lemmatizer and the NLTK library for the conversational chatbot. This clip is from the chapter "Basics of Chatbots with Machine Learning...
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Chatbots for Beginners: A Complete Guide to Build Chatbots - Machine Learning-Based Chatbots: Wiki Search
In this video, you will learn how to search Wikipedia. We will define a function to input data and obtain a response from the Wikipedia_data input we created. This clip is from the chapter "Basics of Chatbots with Machine Learning and...
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Chatbots for Beginners: A Complete Guide to Build Chatbots - Machine Learning-Based Chatbots: Chatbot Greets
After creating the word tokens, removing the tags, and lemmatizing the words, we will make the chatbot's welcome responses or welcome inputs. This clip is from the chapter "Basics of Chatbots with Machine Learning and Python" of the...
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Chatbots for Beginners: A Complete Guide to Build Chatbots - Machine Learning-Based Chatbots: Word Tokens and Remove ASCII
In this video, you will learn to add word tokens using the normalize function and develop the word token. We are going to use the NLTK.word_tokenize function. This clip is from the chapter "Basics of Chatbots with Machine Learning and...
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Chatbots for Beginners: A Complete Guide to Build Chatbots - Machine Learning-Based Chatbots: Package Installation
This video demonstrates the steps involved in installing NLTK. Another package we will need to install for creating our chatbot is the Wikipedia app, and then import the required libraries. This clip is from the chapter "Basics of...
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CISSP Crash Course - Secure Coding Guidelines
This video explains the weaknesses in software and API security. This clip is from the chapter "Software Development Security" of the series "CISSP Crash Course".null
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Chatbots for Beginners: A Complete Guide to Build Chatbots - Chatbot Development with AWS Lex and AWS Lambda: Testing our Chatbot
After completing all the necessary steps in building the chatbot, we will now deploy the chatbot and back to the Lex console. We will then test the chatbot for the intended tasks it is to perform. This clip is from the chapter "Chatbots...