Simeon KostadinovinTowards Data ScienceWhat 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.5 min read·Nov 16, 2019--1--1
Simeon KostadinovinTowards Data ScienceMy Analysis from 50+ papers on the Application of ML in Credit LendingCredit-lending is more than 200 years old industry and is the banks’ primary responsibility. Throughout the years, it has been…5 min read·Oct 21, 2019--2--2
Simeon KostadinovinTowards Data ScienceNIPS 2018 paper on “Robust Classification of Financial Risk” — SummaryIn this short article, I would like to give an overview of a research paper called “Robust Classification of Financial Risk”. The paper…4 min read·Aug 18, 2019----
Simeon KostadinovinTowards Data ScienceEffective Way for Finding Deep Learning PapersRecently, 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…5 min read·Aug 13, 2019--3--3
Simeon KostadinovinTowards Data ScienceUnderstanding Backpropagation AlgorithmLearn the nuts and bolts of a neural network’s most important ingredient8 min read·Aug 8, 2019--19--19
Simeon KostadinovinTowards Data ScienceThe Future of Lending Money Is Deep LearningDeep learning is becoming the standard way of assessing credit risk and soon will surpass human decision-making.7 min read·Jul 30, 2019--1--1
Simeon KostadinovinTowards Data ScienceUnderstanding Encoder-Decoder Sequence to Sequence ModelIn this article, I will try to give a short and concise explanation of the sequence to sequence model which have recently achieved…5 min read·Feb 5, 2019--12--12
Simeon KostadinovinTowards Data ScienceKey Steps for Building an Effective AI OrganizationRecently, I got fascinated by the impact of Artificial Intelligence on any business from any sector (tech, banking, manufacturing, etc.)…7 min read·Jan 21, 2019----
Simeon KostadinovMy impression of Stanford’s Tensorflow course: Assignment 1The first assignment of this course covers 3 main problems. The first one is simply filling in missing chunks of code to solve simple…7 min read·Mar 20, 2018----
Simeon KostadinovMy impression of Stanford’s Tensorflow course: Week 1–3In 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…4 min read·Feb 27, 2018--2--2