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What are the transformer networks?

Transformer networks have become very popular ever since Google BERT achieved state of the art results in various NLP benchmark tasks. It was first mentioned in the paper ‘Attention is all you need’ (https://arxiv.org/abs/1706.03762) in 2017. So what are transformer networks actually? Are they different from neural networks? Transformer networks are actually a kind of […]

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How are AI chatbots trained?

Hello geeks! If you have come to this page, you are up to something really cool! Don’t worry, you won’t be disappointed as you will realise training chatbots is much cooler than you expected, as you dig in.   In my previous blog, Are chatbots really intelligent? I explained how chatbots are capable of learning […]

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Multilingual Conversational AI Chatbot

Greetings! When we go to a physical store and talk to attendants, we tend to use our regional language rather than an official language even when we know the language, due to the ease of expression. After looking at some chatbot conversations, I have come to realize that it’s the same case when users chat […]

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Practical considerations for Machine Learning Classification

There is something very satisfying when you build a machine learning classifier using a toy dataset. We can achieve high accuracy and feel good inside while doing it. But this doesn’t really help us or prepare us for real-world datasets and the issues it poses.In this article, we will look at 3 issues real-world datasets […]

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NLP with Python

Hi. When you are building some model/application, it’s always important to know what you have in hand. I know I spend a lot of time searching for the right package for my task. The special reason why I love Python, being an NLP developer, is that almost all of the tremendous work done in the […]

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CHATBOTS FOR CUSTOMER SERVICE

A few days ago I had a terrible shopping experience while browsing for an Ethnic wear on India’s biggest clothing website. I was looking for a “Lehenga” of a specific type. There were so many options with no proper product description. I tried to contact customer support, ten minutes passed by, and even after navigating […]

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What is a neural network?

In previous blog posts, we have discussed Machine Learning and Deep Learning. We spoke about how they are not very different. They only differ in the algorithms and models used to solve problems. If you have heard the term ‘Deep Learning’, you would also come across ‘Neural Network’. Woah sounds ominous. In this blog post, […]

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Wondering what AI really means?

AI Artificial Intelligence as a concept has taken the world by storm, but has also left millions confused about its true definition. With over 400+ million hits on Google, it’s a natural assumption that there is a lot of curiosity about AI and all the technologies it comprises. Through this blog post, you can discover […]

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Whatsapp Chatbot – how it works?

As the world is witnessing an unprecedented disruption due to Covid-19 outbreak, as consumers increasingly turn to digital, and as your agents and staff are forced to work from home, having a fast and accurate shopping assistance service via a conversational interface is becoming as important as having a solid ecommerce website. Businesses, across sectors, […]

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NLP vs NLU vs NLG – What is the difference?

Hello guys! I am an NLP practitioner and if you guys have read several other blogs with the same title and have still come here, I know you are greatly confused. I too was. So I’m going to explain this in very simple words and share some of my learnings on NLP technique to follow. […]

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