Instructional Video3:11
Curated Video

Social Media Automation using Python - Coding a Simple Scheduler

Higher Ed
In this lecture, we will look at creating a simple scheduler. We will first import the requisite libraries and then write a simple code to create a scheduler to automate the task.
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This clip is from the chapter "Scheduling" of...
Instructional Video10:53
Curated Video

Recommender Systems with Machine Learning - tf-idf (Term Frequency-Inverse Document Frequency) Matrix

Higher Ed
This video is about the tf-idf (Term Frequency-Inverse Document Frequency) matrix.
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This clip is from the chapter "Machine Learning for Recommender System" of the series "Recommender Systems with Machine Learning".This section...
Instructional Video8:58
Curated Video

Linux Operating System: A Complete Linux Guide for Beginners - Linux File Editors (Vi Text Editor)

Higher Ed
In this video, we will have a look at the vi text editor.
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This clip is from the chapter "Working with Files and Directories" of the series "Linux Operating System: A Complete Linux Guide for Beginners".In this section, we...
Instructional Video2:08
Curated Video

Linux Operating System: A Complete Linux Guide for Beginners - Pipe and sed

Higher Ed
In this video, we will understand a pipe “|” and also understand the use of the sed command.
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This clip is from the chapter "Working with Files and Directories" of the series "Linux Operating System: A Complete Linux Guide...
Instructional Video3:01
Curated Video

Chatbots for Beginners: A Complete Guide to Build Chatbots - Deep Learning-Based Chatbot Architecture and Development: Tokenizer

Higher Ed
You will learn to import the tokenizer with and without filters. We will fit the tokenizer into our vocabulary using the fit_on_texts built-in command.
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This clip is from the chapter "Advanced Chatbots with Deep Learning and...
Instructional Video6:43
Curated Video

Chatbots for Beginners: A Complete Guide to Build Chatbots - Project: Conversational Chatbot Development with Machine Learning: Lemmatization and Processed Text

Higher Ed
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.
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This clip is from the chapter "Basics of Chatbots with...
Instructional Video1:41
Curated Video

Chatbots for Beginners: A Complete Guide to Build Chatbots - Project: Conversational Chatbot Development with Machine Learning: Tokenization

Higher Ed
In this lesson, we will perform two types of tokenization, sentence tokenization and word tokenization, using the NLTK library.
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This clip is from the chapter "Basics of Chatbots with Machine Learning and Python" of the series...
Instructional Video3:29
Curated Video

Chatbots for Beginners: A Complete Guide to Build Chatbots - Machine Learning-Based Chatbots: Wiki Search

Higher Ed
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.
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This clip is from the chapter "Basics of Chatbots with Machine...
Instructional Video3:42
Curated Video

Chatbots for Beginners: A Complete Guide to Build Chatbots - Machine Learning-Based Chatbots: Chatbot Greets

Higher Ed
After creating the word tokens, removing the tags, and lemmatizing the words, we will make the chatbot's welcome responses or welcome inputs.
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This clip is from the chapter "Basics of Chatbots with Machine Learning and Python"...
Instructional Video9:24
Curated Video

Chatbots for Beginners: A Complete Guide to Build Chatbots - Machine Learning-Based Chatbots: Remove Tags and Lemmatize

Higher Ed
In this video, we will look at removing tags or symbols that we do not want to use in our word token development process. We will then lemmatize the word token using the tag map lemmatizer.
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This clip is from the chapter...
Instructional Video6:36
Curated Video

Chatbots for Beginners: A Complete Guide to Build Chatbots - Machine Learning-Based Chatbots: Word Tokens and Remove ASCII

Higher Ed
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.
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This clip is from the chapter "Basics of Chatbots with Machine...
Instructional Video4:38
Curated Video

Chatbots for Beginners: A Complete Guide to Build Chatbots - Machine Learning-Based Chatbots: Data Input

Higher Ed
In this lesson, we will begin inputting the data that we will use for our rule-based chatbot.
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This clip is from the chapter "Basics of Chatbots with Machine Learning and Python" of the series "Chatbots for Beginners: A...
Instructional Video6:27
Curated Video

Chatbots for Beginners: A Complete Guide to Build Chatbots - Machine Learning-Based Chatbots: NLTK Features

Higher Ed
Let's explore the Natural Language Toolkit, a library used for specific tasks related to natural language processing, including tokenization, filtering words, stemming, lemmatization, chunking/chinking, and entity recognition.
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Instructional Video8:01
Curated Video

Recommender Systems: An Applied Approach using Deep Learning - Accuracy Versus Recommendations

Higher Ed
In this video, we will perform data visualization with the project we created and check the model’s accuracy.
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This clip is from the chapter "Project Amazon Product Recommendation System" of the series "Recommender Systems:...
Instructional Video9:39
Curated Video

Chatbots for Beginners: A Complete Guide to Build Chatbots - Deep Learning-Based Chatbot Architecture and Development: Vectorize Stories

Higher Ed
In this video, we will understand how to vectorize the story by defining functions, using the data, and developing an index and tokenizer. We will also determine the maximum story length calculated.
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This clip is from the...
Instructional Video5:46
Curated Video

Chatbots for Beginners: A Complete Guide to Build Chatbots - Deep Learning-Based Chatbot Architecture and Development: Vectorizing Train and Test Data

Higher Ed
After creating the vectorization function, we will input the stories, queries, and answers using the vectorize function that we created using the train data.
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This clip is from the chapter "Advanced Chatbots with Deep Learning...
Instructional Video7:40
Curated Video

The Complete Vue.js Course for Beginners - Vue.js Interpolation

Higher Ed
Vue.js interpolation is simply the process of displaying a string that's defined within your component logic. In this video, we will see how we can use interpolation and its role in Vue.js
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This clip is from the chapter...
Instructional Video5:47
Curated Video

The Ultimate Excel VBA Course - Learn and Master VBA Fast - Arrays and the Split Function

Higher Ed
This video explains the split function where the string will be split into substrings using a delimiter.
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This clip is from the chapter "Arrays" of the series "The Ultimate Excel VBA Course - Learn and Master VBA Fast".This...
Instructional Video4:56
Curated Video

The Ultimate Excel VBA Course - Learn and Master VBA Fast - Logical Operators

Higher Ed
This video explains logical operators in VBA such as AND, OR, NOT.
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This clip is from the chapter "VBA Conditional Statements" of the series "The Ultimate Excel VBA Course - Learn and Master VBA Fast".This section explains the...
Instructional Video2:29
Curated Video

The Ultimate Excel VBA Course - Learn and Master VBA Fast - Subroutines

Higher Ed
This video explains a subroutine, which is a piece of code that performs a specific task described in the code but does not return a result or value.
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This clip is from the chapter "Subs and Functions" of the series "The...
Instructional Video2:42
Curated Video

The Ultimate Excel VBA Course - Learn and Master VBA Fast - For Each Loop

Higher Ed
This video explains the For Each loop that is normally used with collections and arrays, which helps you run one or more loops to cycle through.
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This clip is from the chapter "Loops with VBA" of the series "The Ultimate Excel...
Instructional Video4:51
Curated Video

The Ultimate Excel VBA Course - Learn and Master VBA Fast - For Loop

Higher Ed
This video explains the For loop that enables you to loop through a range of cells with just a few codes lines until the condition is met, and the code moves onto the next line of code.
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This clip is from the chapter "Loops...
Instructional Video4:40
Curated Video

The Ultimate Excel VBA Course - Learn and Master VBA Fast - Excel VBA Replace

Higher Ed
This video explains how to use the replace function to change the incorrect word.
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This clip is from the chapter "String Functions" of the series "The Ultimate Excel VBA Course - Learn and Master VBA Fast".This section...
Instructional Video2:14
Curated Video

The Ultimate Excel VBA Course - Learn and Master VBA Fast - With and End With

Higher Ed
This video explains a new object called With and End With, where you can perform a series of statements on a specified object without specifying the name of the object multiple times.
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This clip is from the chapter "VBA...