Ajit jaokar's Blog – April 2019 Archive (5)

The Mathematics of Forward and Back Propagation

Understanding the maths behind forward and back propagation is not very easy.

There are some very good – but also very technical explanations.

For example : The Matrix Calculus You Need For Deep Learning Terence Parr and Jeremy Howard is an excellent resource but still too complex for beginners. 

I found a much simpler explanation in the ml cheatsheet.



Added by ajit jaokar on April 30, 2019 at 9:00pm — No Comments

How will the Data Scientist’s job change through automated machine learning?




Automated machine learning is a fundamental shift to machine learning and data science. Data science as it stands today, is resource-intensive, expensive and challenging. It requires skills which are in high demand. Automated Machine learning may not quite lead to the beach lifestyle for the data…


Added by ajit jaokar on April 26, 2019 at 10:51am — No Comments

Free book – learn azure in a month of lunches – covering Cloud, AI, devops etc




At the Data Science for IoT course at the University of Oxford – I have been working on a strategy implementing Artificial Intelligence holistically on the Cloud and Edge. This is a complex approach with many new concepts to learn.…


Added by ajit jaokar on April 23, 2019 at 11:00am — No Comments

Free Python Data Science coding Book series

In this post, I explain

  1. How you can participate further in the free book series which we are launching based on the early experiences and
  2. Useful resources we recommend based on our experience for learning coding for Data Science (using Python – tensorflow and keras)


To provide some context, I posted…


Added by ajit jaokar on April 17, 2019 at 8:06am — No Comments

Can AI detect emotions better than humans?



“The question  is not whether intelligent machines can have any emotions, but whether machines can be intelligent without any emotions”. 

Marvin Minsky


The ability of AI to recognise emotions is a fascinating subject and has wide-ranging applications across many fields of…


Added by ajit jaokar on April 7, 2019 at 2:00pm — No Comments

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