Slav IvanovinSlavTitan RTX: Quality time with the top Turing GPUIt wasn’t so long ago that the RTX 2080 Ti was the top desktop-grade GPU for Deep Learning (DL) on the market. However, this changed when…9 min read·Mar 5, 2019--2--2
Slav IvanovinSlavIdentifying churn drivers with Random ForestsAt RetainKit, we aim to tackle the challenging problem of churn at SaaS companies by using AI and machine learning. If you run a SaaS…5 min read·Jan 8, 2018--2--2
Slav IvanovinSlavDense-Sparse-Dense Trainingfor more accurate CNN, RNN and LSTM models5 min read·Nov 24, 2017----
Slav IvanovinSlavPicking a GPU for Deep LearningBuyer’s guide in 201910 min read·Nov 22, 2017--29--29
Slav IvanovinSlavDifferential Learning RatesExploring Learning Rates strategies for Transfer Learning7 min read·Nov 20, 2017--4--4
Slav IvanovinSlavA Gentle Intro to Transfer LearningNowadays most applications of Deep Learning rely on Transfer Learning. This is especially true in the domain of Computer Vision. We will…6 min read·Nov 16, 2017--1--1
Slav IvanovinSlavEmbrace the Robot ApocalypsePresentation on my views on AI, ML and Deep Learning1 min read·Nov 1, 2017----
Slav IvanovinSlavCreating datasets from Google ImagesScraping a dataset using AWS Lambda and Serverless framework8 min read·Oct 26, 2017--4--4
Slav IvanovinSlav37 Reasons why your Neural Network is not workingThe network had been training for the last 12 hours. It all looked good: the gradients were flowing and the loss was decreasing. But then…10 min read·Jul 25, 2017--29--29
Slav IvanovinSlavThe $1700 great Deep Learning box: Assembly, setup and benchmarksBuilding a desktop after a decade of MacBook Airs and cloud servers18 min read·May 29, 2017--53--53