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Abhishek Ezhava
Tech Enthusiast | YouTuber | Software Developer
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Application Engineer at Contentstack
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GitHub Repositories
PyBot-A-ChatBot-For-Answering-Python-Queries-Using-NLP
Pybot can change the way learners try to learn python programming language in a more interactive way. This chatbot will try to solve or provide answer to almost every python related issues or queries that the user is asking for. We are implementing NLP for improving the efficiency of the chatbot. We will include voice feature for more interactivity to the user. By utilizing NLP, developers can organize and structure knowledge to perform tasks such as automatic summarization, translation, named entity recognition, relationship extraction, sentiment analysis, speech recognition, and topic segmentation. NLTK has been called “a wonderful tool for teaching and working in, computational linguistics using Python,” and “an amazing library to play with natural language.The main issue with text data is that it is all in text format (strings). However, the Machine learning algorithms need some sort of numerical feature vector in order to perform the task. So before we start with any NLP project we need to pre-process it to make it ideal for working. Converting the entire text into uppercase or lowercase, so that the algorithm does not treat the same words in different cases as different Tokenization is just the term used to describe the process of converting the normal text strings into a list of tokens i.e words that we actually want. Sentence tokenizer can be used to find the list of sentences and Word tokenizer can be used to find the list of words in strings.Removing Noise i.e everything that isn’t in a standard number or letter.Removing Stop words. Sometimes, some extremely common words which would appear to be of little value in helping select documents matching a user need are excluded from the vocabulary entirely. These words are called stop words.Stemming is the process of reducing inflected (or sometimes derived) words to their stem, base or root form — generally a written word form. Example if we were to stem the following words: “Stems”, “Stemming”, “Stemmed”, “and Stemtization”, the result would be a single word “stem”. A slight variant of stemming is lemmatization. The major difference between these is, that, stemming can often create non-existent words, whereas lemmas are actual words. So, your root stem, meaning the word you end up with, is not something you can just look up in a dictionary, but you can look up a lemma. Examples of Lemmatization are that “run” is a base form for words like “running” or “ran” or that the word “better” and “good” are in the same lemma so they are considered the same.
Python • 17 stars
Motion-capture-using-opencv-contours
Opencv contours for movement detection (it is sill under deveploment)
Python • 13 stars
Youtube-react-app
This is a react app using youtube's data API v3
JavaScript • 4 stars
React-Image-compressor
React Image compressor
JavaScript • 2 stars
React-Profile-Page
let's create a basic profile/portfolio page using react components.
JavaScript • 2 stars
Chatbot-for-answering-basic-python-questions-.
Voice Enabled Chatbot
Python • 1 star
Motion-Detection-in-dark-using-opencv
Python • 1 star
Pyqt5-Student-Registartion-Form
Pyqt5 Student Registartion Form
Python • 1 star
Todo-List-App-in-Reactjs
Todo List App in Reactjs Using local storage within browser
JavaScript • 1 star
contentstack-nodejs-marketing-website-example
Example marketing website created using Node.js (Express.js) and Contentstack’s Javascript SDK
Fork
gatsby-site-deploy-azure-blob-storage
demo
CSS
market-react-app-build
market-react-app-build
JavaScript
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Skills Languages
Python, JavaScript, Node JS, React JS
AWS (lambda/ API Gateway / Cloudfront)
Application Integration
REST API
Video Editing
Currently Hacking On
Check my GitHub repo it's all mine :) .
56 posts published
4 comments written
13 tags followed
Recent comments
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hey, currently i have do idea into it but here are some artic...
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You can add/embed the video as well by using templating e.g
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Yes you can check the video description for a github link
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thanks