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# update git on ubuntu

sudo add-apt-repository ppa:git-core/ppa
sudo apt-get update
sudo apt-get install git

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Z = df.drop(['mpg', 'origin', 'car_name', 'model', 'horsepower'], axis=1)
preprocessing.MinMaxScaler().fit_transform(Z)
preprocessing.scale(Z)
preprocessing.StandardScaler().fit(Z)

# transform each feature
X[X.columns] = X.apply(lambda x: preprocessing.scale(x))

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x.astype('category').cat.as_ordered()

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jupyter notebook --no-browser --ip 0.0.0.0
sudo apt-get install libsm6 libxrender1 libfontconfig1


https://github.com/radekosmulski/courses/tree/master/setup
https://github.com/fastai/fastai
https://developer.download.nvidia.com/compute/cuda/repos/ubuntu1604/x86_64/

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NUMPY
-----
array
arange
reshape
zeros
ones
linspace
dot
T

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#

# deb cdrom:[Ubuntu-Server 16.04.1 LTS _Xenial Xerus_ - Release amd64 (20160719)]/ xenial main restricted

# deb cdrom:[Ubuntu-Server 16.04.1 LTS _Xenial Xerus_ - Release amd64 (20160719)]/ xenial main restricted

# See http://help.ubuntu.com/community/UpgradeNotes for how to upgrade to
# newer versions of the distribution.
deb http://us.archive.ubuntu.com/ubuntu/ xenial main restricted
# deb-src http://us.archive.ubuntu.com/ubuntu/ xenial main restricted

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package main

import (
	"database/sql"
	"encoding/json"
	"fmt"
	"io"
	"log"
	"net/http"
	"time"

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# shows which processes are listening on which ports
sudo netstat -tulpn

# show disk space
df -h

# process list
ps -ef
ps -aux

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# ================================================================================================== #

OPTION 1:
just spin up a vm
add rails
clone repo
setup postgres db service
run

# ================================================================================================== #

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http://azure.github.io/azure-storage-ruby/

gem 'azure-storage'

Azure::Storage.setup(:storage_account_name => '___', :storage_access_key => '___')
blobs = Azure::Storage::Blob::BlobService.new
content = ::File.open('test.jpg', 'rb') { |file| file.read }
blobs.create_block_blob('my-container', 'test.jpg', content)