Emeka Icha mekicha

Comprehensive Mapping of AI, ML, Deep Learning, and Related Concepts

1. Artificial Intelligence (AI)

Definition: AI is the broad field of creating machines or systems that perform tasks requiring human intelligence, such as reasoning, learning, and language understanding.

Subfields:

Machine Learning (ML)
Natural Language Processing (NLP)
Generative AI
Computer Vision

Learn Go in ~5mins

This is inspired by A half-hour to learn Rust and Zig in 30 minutes.

Basics

Your first Go program as a classical "Hello World" is pretty simple:

First we create a workspace for our project:

Upload files to AWS

Make sure you already have S3 bucket, access key and secret key before go through this notes.

How to connect to AWS?

Boto3 allows Python developers to write software that makes use of services like Amazon S3 and Amazon EC2.

Step 1: Install `boto3` with pip

pip install boto3

Array

58 bytes of CSS to look great nearly everywhere

When making this website, i wanted a simple, reasonable way to make it look good on most displays. Not counting any minimization techniques, the following 58 bytes worked well for me:

main {
  max-width: 38rem;
  padding: 2rem;
  margin: auto;
}

Code is clean if it can be understood easily – by everyone on the team. Clean code can be read and enhanced by a developer other than its original author. With understandability comes readability, changeability, extensibility and maintainability.

General rules

Follow standard conventions.
Keep it simple stupid. Simpler is always better. Reduce complexity as much as possible.
Boy scout rule. Leave the campground cleaner than you found it.
Always find root cause. Always look for the root cause of a problem.

Design rules

#Users

User object

{
  id: integer
  username: string
  email: string
  created_at: datetime(iso 8601)
  updated_at: datetime(iso 8601)
}

	#!/bin/bash

	#################################
	# run from home directory #
	#################################

	#If you want to run it on GCP, you need to create nested-vm

	#It will prompt you on Java instalation and avd creation
	#You may need to run source ~/.bashrc after

	# intended for use in a Jupyter Notebook or similar.
	import calendar
	from calendar import HTMLCalendar
	from IPython.display import HTML

	# Based on https://stackoverflow.com/a/1458077/1639671
	class HighlightedCalendar(HTMLCalendar):
	def __init__(self, highlight=[], args, *kwargs):
	super().__init__(args, *kwargs)
	self._highlight = highlight

	import React, { Component } from 'react'
	import { Redirect } from 'react-router'

	export default class ContactForm extends Component {
	constructor () {
	super();
	this.state = {
	fireRedirect: false
	}
	}