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Essentials of Deep Learning – Sequence to Sequence modelling with Attention (using python)
This article covers Seq2Seq models and Attention models. This seq2seq tutorial explains Sequence to Sequence modelling with Attention.
Faizan Shaikh 15 May, 2020
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A Guide to Building an Intelligent Chatbot for Slack using Dialogflow API
This tutorial teaches you to build an AI chatbot for Slack using Google's DialogFlow (previously api.ai) from scratch and in a beginner friendly manner.
Mohd Sanad Zaki Rizvi 26 Jul, 2020
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How to create a poet / writer using Deep Learning (Text Generation using Python)?
Learn about text generators, text generation using python to build a machine learning model that can write sonnets in the style of William Shakespeare.
Pranjal 17 Oct, 2024
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Ultimate guide to deal with Text Data (using Python) – for Data Scientists and Engineers
Text data has become a common thing these days. This article is an ultimate guide to deal with text data for data scientists.
shubham.jain 06 Nov, 2024
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Natural Language Processing for Beginners: Using TextBlob
A guide to NLP for beginners on TextBlob, a python library which provides an interface for basic NLP tasks like sentiment analysis, POS tagging
shubham.jain 24 Oct, 2024
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Building a FAQ Chatbot in Python – The Future of Information Searching
Chatbots are starting to take on an increasingly prominent role. Here, we take a look at how to build a FAQ chatbot from scratch using RASA NLU in Python.
Yogesh 26 Jul, 2020
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Introduction to Computational Linguistics and Dependency Trees in data science
An introduction to computational linguistics and dependency tree in data science. Learn how grammar relation among sentences can be used in different tasks.
Shivam Bansal 18 May, 2020
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Fundamentals of RNN forward Propagation in Deep Learning
Learn about the impact of sequence disruption in deep learning tasks. Dive into the concept of RNN forward propagation and its role.
Dishashree Gupta 08 Jan, 2025
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Introductory guide to Information Retrieval using kNN and KDTree
An introduction to Information Retrieval using two most popular algorithms - kNN and KDtree along with their implementation codes.
Gurchetan 27 Aug, 2021
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FlashText – A library faster than Regular Expressions for NLP tasks
FlashText is an efficient library for searching and replacing keywords in millions of documents. Learn its working and using python FlashText for NLP tasks
NSS 25 Oct, 2024
