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Simeon Kostadinov

Simeon Kostadinov
in
Towards Data Science

What Is Deep Transfer Learning and Why Is It Becoming So Popular?

Transfer learning is an approach in deep learning (and machine learning) where knowledge is transferred from one model to another.

Nov 16, 2019

What Is Deep Transfer Learning and Why Is It Becoming So Popular?

Nov 16, 2019

Simeon Kostadinov
in
Towards Data Science

My Analysis from 50+ papers on the Application of ML in Credit Lending

Credit-lending is more than 200 years old industry and is the banks’ primary responsibility. Throughout the years, it has been…

Oct 21, 2019

My Analysis from 50+ papers on the Application of ML in Credit Lending

Oct 21, 2019

Simeon Kostadinov
in
Towards Data Science

NIPS 2018 paper on “Robust Classification of Financial Risk” — Summary

In this short article, I would like to give an overview of a research paper called “Robust Classification of Financial Risk”. The paper…

Aug 18, 2019

NIPS 2018 paper on “Robust Classification of Financial Risk” — Summary

Aug 18, 2019

Simeon Kostadinov
in
Towards Data Science

Effective Way for Finding Deep Learning Papers

Recently, I came across a great video of Prof. Andrew Ng who explains in front of a CS class at Stanford how one can excel in the field of…

Aug 13, 2019

Effective Way for Finding Deep Learning Papers

Aug 13, 2019

Simeon Kostadinov
in
Towards Data Science

Understanding Backpropagation Algorithm

Learn the nuts and bolts of a neural network’s most important ingredient

Aug 8, 2019

Understanding Backpropagation Algorithm

Aug 8, 2019

Simeon Kostadinov
in
Towards Data Science

The Future of Lending Money Is Deep Learning

Deep learning is becoming the standard way of assessing credit risk and soon will surpass human decision-making.

Jul 30, 2019

Person holding 2 coins

Jul 30, 2019

Simeon Kostadinov
in
Towards Data Science

Understanding Encoder-Decoder Sequence to Sequence Model

In this article, I will try to give a short and concise explanation of the sequence to sequence model which have recently achieved…

Feb 5, 2019

Understanding Encoder-Decoder Sequence to Sequence Model

Feb 5, 2019

Simeon Kostadinov
in
Towards Data Science

Key Steps for Building an Effective AI Organization

Recently, I got fascinated by the impact of Artificial Intelligence on any business from any sector (tech, banking, manufacturing, etc.)…

Jan 21, 2019

Key Steps for Building an Effective AI Organization

Jan 21, 2019

Simeon Kostadinov

My impression of Stanford’s Tensorflow course: Assignment 1

The first assignment of this course covers 3 main problems. The first one is simply filling in missing chunks of code to solve simple…

Mar 20, 2018

My impression of Stanford’s Tensorflow course: Assignment 1

Mar 20, 2018

Simeon Kostadinov

My impression of Stanford’s Tensorflow course: Week 1–3

In my previous post I gave a brief introduction to this new series of posts which aims to give an explanation of the most recent Stanford’s…

Feb 27, 2018

My impression of Stanford’s Tensorflow course: Week 1–3

Feb 27, 2018

Simeon Kostadinov

Simeon Kostadinov

Obsessed with creating a positive impact. Love blogging about AI and reading books. For more content, follow me 👉 https://www.linkedin.com/in/simeonkostadinov/

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