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Ajit jaokar's Blog – August 2020 Archive (4)

How to design a biased algorithm .. insights from the UK

 

Background

Last week, the UK witnessed chaos over exam results (GCSE and A-levels).

The fiasco also provided a textbook case on how to build a biased algorithm.

Sadly, this will be the shape of things to come.

These decisions were overturned because of the backlash – but many more…

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Added by ajit jaokar on August 31, 2020 at 12:00pm — No Comments

It's tempting to think that GP3 will solve all NLP problems but it does not

In my previous blog what is driving the innovation in nlp and gpt3 , I talked about how GPT3 has evolved from the basic transformer architecture.

Based on that blog, a start-up approached me saying that they had an idea which they felt could only be implemented by GPT3.

They were eagerly waiting to be approved (isn’t everybody - he…

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Added by ajit jaokar on August 22, 2020 at 2:25pm — No Comments

What is s driving the innovation in NLP and GPT-3?

2019 and 2020 have seen rapid strides in NLP

What’s driving the rapid strides in NLP and will this trend continue?

Here is a simple way to explain the rise and rise of NLP

Today, GPT-3 is displaying some amazing results. Some call it more like AGI (Artificial General Intelligence). Created by OpenAI with a large investment from Microsoft, GPT stands for Generative Pretrained Transformer

The three words offer a clue to the success and future…

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Added by ajit jaokar on August 18, 2020 at 1:30pm — 1 Comment

Feature engine python package for feature engineering

 

In this post, we explore a new python package for feature engineering

 

Feature engineering is the process of using domain knowledge of the data to transform existing features or to create new variables from existing ones, for use in machine learning. Using feature engineering, we can pre-process raw data and make it suitable…

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Added by ajit jaokar on August 1, 2020 at 5:52am — No Comments

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