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Slav Ivanov
Machine learning, Deep learning and other types of learning.
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The $1700 great Deep Learning box: Assembly, setup and benchmarks
The $1700 great Deep Learning box: Assembly, setup and benchmarks
Building a desktop after a decade of MacBook Airs and cloud servers
Slav Ivanov
May 28, 2017
37 Reasons why your Neural Network is not working
37 Reasons why your Neural Network is not working
The network had been training for the last 12 hours. It all looked good: the gradients were flowing and the loss was decreasing. But then…
Slav Ivanov
Jul 25, 2017
Picking a GPU for Deep Learning
Picking a GPU for Deep Learning
Buyer’s guide in 2019
Slav Ivanov
Nov 22, 2017
A Gentle Intro to Transfer Learning
A Gentle Intro to Transfer Learning
Nowadays most applications of Deep Learning rely on Transfer Learning. This is especially true in the domain of Computer Vision. We will…
Slav Ivanov
Nov 16, 2017
Dense-Sparse-Dense Training
Dense-Sparse-Dense Training
for more accurate CNN, RNN and LSTM models
Slav Ivanov
Nov 24, 2017
Differential Learning Rates
Differential Learning Rates
Exploring Learning Rates strategies for Transfer Learning
Slav Ivanov
Nov 20, 2017
Creating datasets from Google Images
Creating datasets from Google Images
Scraping a dataset using AWS Lambda and Serverless framework
Slav Ivanov
Oct 26, 2017
Embrace the Robot Apocalypse
Embrace the Robot Apocalypse
Presentation on my views on AI, ML and Deep Learning
Slav Ivanov
Nov 1, 2017
Picking an optimizer for Style Transfer
Picking an optimizer for Style Transfer
Have you ever woken up in the middle of the night and wondered whether Gradient Descent, Adam or Limited-memory…
Slav Ivanov
Mar 9, 2017
Learning Machine Learning on the cheap: Persistent AWS Spot Instances
Learning Machine Learning on the cheap: Persistent AWS Spot Instances
The bill came in on a cold, rainy November morning. “I could have bought a half decent GPU with this” I though. Renting a top notch GPU…
Slav Ivanov
Mar 15, 2017
Identifying churn drivers with Random Forests
Identifying churn drivers with Random Forests
At RetainKit, we aim to tackle the challenging problem of churn at SaaS companies by using AI and machine learning. If you run a SaaS…
Slav Ivanov
Jan 8, 2018
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