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What is the connection between AI, Cloud-Native and Edge devices?

 I was asked this question: What is the connection between AI, Cloud-Native and Edge devices?  On first impressions, it sounds like an amalgamation of every conceivable buzzword around - but I think there is a coherent answer which points to a business need.  Let us start with the term ‘Cloud Native.’ Cloud-native computing is an approach in software development that…See More
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Prasanth liked ajit jaokar's blog post How to approach the study of algorithms?
Sep 9
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ajit jaokar's blog post was featured

Which machine learning / deep learning algorithm to use by problem type

I like to approach algorithms from the perspective of problem solving. I created this list from a Mc Kinsey document (link below). It’s a good indicative approach. In practice,Predict housing pricesRegression(supervised)explore customer demographic data to identify patternsUnsupervised learning Understand product-sales drivers such as competition prices, distribution,…See More
Sep 3
ajit jaokar's blog post was featured

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

 BackgroundLast 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 decisions made by biased algorithms will go unchallenged globally.Here are some insights you…See More
Sep 1
EDDISON HAYDEN LEWIS liked ajit jaokar's blog post Learn #MachineLearning Coding Basics in a weekend - Glossary and Mindmap
Aug 22
ajit jaokar liked ajit jaokar's blog post It's tempting to think that GP3 will solve all NLP problems but it does not
Aug 22
ajit jaokar's blog post was featured

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 he!)Apart from waiting for GPT3- there was another…See More
Aug 22
Walter Terrazas liked ajit jaokar's blog post The Halley’s comet Data Scientist
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"Thanks Ajit !!!"
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Aug 18
ajit jaokar's blog post was featured

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

2019 and 2020 have seen rapid strides in NLPWhat’s driving the rapid strides in NLP and will this trend continue?Here is a simple way to explain the rise and rise of NLPToday, 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 TransformerThe three words offer a clue to the success and future trajectory of NLPLet’s start with ‘Transformer’.…See More
Aug 18

Profile Information

Company:
futuretext
Job Title:
founder
Seniority:
Professor
Industry:
IoT, Telecoms, Smart Cities
Short Bio:
My research is focused on Data Science for IoT. I teach same at Oxford Uni and UPM in Madrid (@forumoxford + @citysciences). Also launching a course / certification Data Sciences for IoT for industry. Personal research interests - Deep learning algorithms for IoT/future city domains
LinkedIn Profile:
http://www.opengardensblog.futuretext.com/archives/2016/01/data-sci...
Interests:
Finding a new position, Networking, New venture, Other

Ajit jaokar's Blog

What is the connection between AI, Cloud-Native and Edge devices?

Posted on September 10, 2020 at 10:32am 0 Comments

 

I was asked this question: What is the connection between AI, Cloud-Native and Edge devices?

  

On first impressions, it sounds like an amalgamation of every conceivable buzzword around - but I think there is a coherent answer which points to a business need. 

 

Let us…

Continue

Which machine learning / deep learning algorithm to use by problem type

Posted on September 1, 2020 at 11:40am 0 Comments

I like to approach algorithms from the perspective of problem solving. I created this list from a Mc Kinsey document (link below). It’s a good indicative approach. In practice,

Predict housing prices

Regression(supervised)…

Continue

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

Posted on August 31, 2020 at 12:00pm 0 Comments

 

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…

Continue

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

Posted on August 22, 2020 at 2:25pm 0 Comments

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…

Continue

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