Herman Slatman hslatman

A curated list of AWS resources to prepare for the AWS Certifications

A curated list of awesome AWS resources you need to prepare for the all 5 AWS Certifications. This gist will include: open source repos, blogs & blogposts, ebooks, PDF, whitepapers, video courses, free lecture, slides, sample test and many other resources.

A Few Useful Things to Know about Machine Learning

The paper presents some key lessons and "folk wisdom" that machine learning researchers and practitioners have learnt from experience and which are hard to find in textbooks.

1. Learning = Representation + Evaluation + Optimization

All machine learning algorithms have three components:

Representation for a learner is the set if classifiers/functions that can be possibly learnt. This set is called hypothesis space. If a function is not in hypothesis space, it can not be learnt.
Evaluation function tells how good the machine learning model is.
Optimisation is the method to search for the most optimal learning model.

These links no longer work. Springer have pulled the free plug.

Graduate texts in mathematics

duplicates = multiple editions

A Classical Introduction to Modern Number Theory, Kenneth Ireland Michael Rosen

	//sample: 1554e74b935a61d446cb634f80d7d1e200e864bc
	//posted by @JohnLaTwC
	// Also see research by Sudeep Singh, Yin Hong Chang @ https://www.fireeye.com/blog/threat-research/2016/05/targeted_attacksaga.html

	----------------------------------------------- macro ----------------------------------

	Private Sub Workbook_Open()
	Call doom_Init
	Call doom_ShowHideSheets
	End Sub

	exec > /tmp/${PROJECT_NAME}_archive.log 2>&1

	UNIVERSAL_OUTPUTFOLDER=${BUILD_DIR}/${CONFIGURATION}-universal

	if [ "true" == ${ALREADYINVOKED:-false} ]
	then
	echo "RECURSION: Detected, stopping"
	else
	export ALREADYINVOKED="true"

	## Install packages
	sudo yum install wget curl vim epel-release
	sudo yum install daemonize.x86_64

	## Install mailhog
	wget https://github.com/mailhog/MailHog/releases/download/v0.2.0/MailHog_linux_amd64
	sudo chmod +x MailHog_linux_amd64
	sudo chown root:root MailHog_linux_amd64
	sudo mv MailHog_linux_amd64 /usr/sbin/mailhog

	#!/bin/sh

	command="${*}"
	printf "Initialized REPL for `%s`\n" "$command"
	printf "%s> " "$command"
	read -r input
	while [ "$input" != "" ];
	do
	eval "$command $input"
	printf "%s> " "$command"

	# Simulate fake processes of analysis sandbox/VM that some malware will try to evade
	# This just spawn ping.exe with different names (wireshark.exe, vboxtray.exe, ...)
	# It's just a PoC and it's ugly as f*ck but hey, if it works...

	# Usage: .\fake_sandbox.ps1 -action {start,stop}

	param([Parameter(Mandatory=$true)][string]$action)

	$fakeProcesses = @("wireshark.exe", "vmacthlp.exe", "VBoxService.exe",
	"VBoxTray.exe", "procmon.exe", "ollydbg.exe", "vmware-tray.exe",

	#!/bin/bash

	if [ ! "$1" ]; then
	echo "No commit reference found! Please add the commit hash of your upgrade."
	exit
	fi

	function echocolor() { # $1 = string
	COLOR='\033[1;33m'
	NC='\033[0m'

	<?php
	// make sure the include path is correct
	include "htdocs/app/Mage.php";

	Mage::app();
	// Set area to admin
	Mage::app()->setCurrentStore(Mage_Core_Model_App::ADMIN_STORE_ID);

	$resource = Mage::getSingleton('core/resource');
	$cmsBlockTable = $resource->getTableName('cms/block');