Although it may be an odd comparison, sometimes this can be confusing for approaching problems. On one hand, mathematical optimization is used in machine learning during model training, when we are trying to minimize the cost of errors between our model and our data points. On the other hand, machine... [Read More]

Make sure to follow the steps from this post to setup your Azure Virtual Machine:http://www.etedal.net/2019/03/setting-up-azure-nc6-for-kaggle.html Setup Jupyter remote ssh connection: [Read More]

If you’re frustrated using Windows and there is no way around not using it use the following: https://docs.microsoft.com/en-us/windows/wsl/install-win10 Open PowerShell as Administrator: Enable-WindowsOptionalFeature -Online -FeatureName Microsoft-Windows-Subsystem-Linux Install Debian: https://www.microsoft.com/en-ca/p/debian/9msvkqc78pk6?rtc=1&activetab=pivot:overviewtab sudo apt update

This is my favorite Debian: http://cdimage.debian.org/cdimage/unofficial/non-free/cd-including-firmware/weekly-builds/amd64/iso-cd/

I have chosen NC6 and Ubuntu 18.04 Install the following using Lambda Stack: Deep Learning frameworks: TensorFlow, Keras, PyTorch, Caffe, Caffe 2 GPU software: CUDA, cuDNN, NVIDIA drivers Development tools: git, tmux, screen, vim, emacs, htop, valgrind, build-essential Using Kaggle’s beta API, you can interact with Competitions and Datasets to... [Read More]