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Slav Ivanov
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The $1700 great Deep Learning box: Assembly, setup and benchmarks
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The $1700 great Deep Learning box: Assembly, setup and benchmarksBuilding a desktop after a decade of MacBook Airs and cloud servers
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37 Reasons why your Neural Network is not working
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37 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…
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Picking a GPU for Deep Learning
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Picking a GPU for Deep LearningBuyer’s guide in 2019
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A Gentle Intro to Transfer Learning
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A 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…
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Dense-Sparse-Dense Training
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Dense-Sparse-Dense Trainingfor more accurate CNN, RNN and LSTM models
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Differential Learning Rates
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Differential Learning RatesExploring Learning Rates strategies for Transfer Learning
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Creating datasets from Google Images
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Creating datasets from Google ImagesScraping a dataset using AWS Lambda and Serverless framework
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Embrace the Robot Apocalypse
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Embrace the Robot ApocalypsePresentation on my views on AI, ML and Deep Learning
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Picking an optimizer for Style Transfer
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Picking an optimizer for Style TransferHave you ever woken up in the middle of the night and wondered whether Gradient Descent, Adam or Limited-memory…
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Learning Machine Learning on the cheap: Persistent AWS Spot Instances
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Learning Machine Learning on the cheap: Persistent AWS Spot InstancesThe 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…
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Identifying churn drivers with Random Forests
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Identifying 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…
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Slav Ivanov
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About Slav
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