Stephyn Butcher actsasgeek

EN605.645 Artificial Intelligence

Welcome!

This course requires knowledge of Python (the requirement is listed in the course description). If you do not know Python, you will not do well and the course will be more challenging than it is meant to be.

Introductory Video

The course requires a specific programming style. That style is introduced in the following programming video:

EN685.648 Data Science

This course requires knowledge of Python and SQL (the requirement is listed in the course description). If you do not know Python, you will not do well and the course will be that much harder.

Infrastructure

You are very strongly encouraged to use a computer upon which you have administrator/superuser privileges. I cannot help you with problems associated with the installation of software and libraries.
You are encouraged to use "Unix"-style operating system (MacOS or Linux flavor) either directly or in a virual environment (Docker or VirtualBox). It's not required but you should be multi-hosted when it comes to OSes and the examples of command line utilities will be in 'Nix. This is not necessary to excel in the class but it is helpful. Many platforms are built on Linux and you should learn to use it.
Ideally, you should have your environment up and running before the semester starts but no later than the 2nd day of class (that first Friday). There is a test a

One student did a straight-forward text-based adventure, narrative:

Uh oh... Degi's parents have been captured!

Based on the features of this plane, ['setting', 'waxing', 'fall'], Degi will be dropped in map01
Degi needs to get to the portal shrine for E

Degi's path through the plane looks like the map below
(0 = starting point, X = a visited point)

	name: en605645
	channels:
	- conda-forge
	dependencies:
	- python=3.11
	- numpy
	- scipy
	- matplotlib
	- seaborn
	- jupyter

	name: en685648
	channels:
	- conda-forge
	dependencies:
	- python=3.11
	- numpy
	- scipy
	- matplotlib
	- tabulate
	- pandas

	'atom-text-editor.vim-mode-plus.normal-mode':
	', l': 'proto-repl:toggle'
	', L': 'proto-repl:toggle'
	', y': 'proto-repl:remote-nrepl-connection'
	', j': 'proto-repl:start-self-hosted-repl'
	', e': 'proto-repl:exit-repl'
	', k': 'proto-repl:clear-repl'
	', S': 'proto-repl:toggle-auto-scroll'
	', b': 'proto-repl:execute-block'
	', B': 'proto-repl:execute-top-block'

	'atom-text-editor.vim-mode-plus.normal-mode':
	', l': 'proto-repl:toggle'
	', L': 'proto-repl:toggle'
	', y': 'proto-repl:remote-nrepl-connection'
	', j': 'proto-repl:start-self-hosted-repl'
	', e': 'proto-repl:exit-repl'
	', k': 'proto-repl:clear-repl'
	', S': 'proto-repl:toggle-auto-scroll'
	', b': 'proto-repl:execute-block'
	', B': 'proto-repl:execute-top-block'

	<!DOCTYPE html>
	<meta charset="utf-8">
	<style>

	#foo {
	width: 1200px;
	height: 400px;
	}

	.bar {

	(def ^:export letter-data (clj->js [
	{"letter" "A" "frequency" .08167}
	{"letter" "B" "frequency" .01492}
	{"letter" "C" "frequency" .02782}
	{"letter" "D" "frequency" .04253}
	{"letter" "E" "frequency" .12702}
	{"letter" "F" "frequency" .02288}
	{"letter" "G" "frequency" .02015}
	{"letter" "H" "frequency" .06094}
	{"letter" "I" "frequency" .06966}

	from random import randint
	from collections import defaultdict

	def tally_k_birthdays( k):
	counts = defaultdict( int)
	for i in range( 0, k):
	birthday = randint( 1, 365)
	counts[ birthday] += 1
	return counts