todor

AI Systems & LLM Engineering – Personal Learning Snapshot (Dec 2025)

A curated collection of resources, courses, books, and tools covering AI systems, ML, LLMs, generative AI, and agentic AI.
Snapshot for reference; my personal notes live elsewhere.

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Courses

• Mathematics for Machine Learning and Data Science Specialization

ppar

Summary

This text demonstrates a pattern for using a single repository of Terraform code to manage multiple, completely independent environments that contain the same infrastructure.

It's based on simply overriding the terraform data and config files on each execution with:

• $TF_DATA_DIR

bumi

const WebSocket = require('ws');
const http = require('http');
const Y = require('yjs');
const wsUtils = require('./utils');
const cookie = require('cookie');
const QuillDelta = require('quill-delta');

//const QuillConverter = require('node-quill-converter');
//const MdastFromQuillDelta = require('mdast-util-from-quill-delta');

ShanonJackson

import css from "rollup-plugin-css-porter";
import pkg from "../../package.json";
import resolve from "rollup-plugin-node-resolve";
import babel from "rollup-plugin-babel";
import path from "path";
import commonjs from "rollup-plugin-commonjs";
import { terser } from "rollup-plugin-terser";

process.env.BABEL_ENV = "production";
process.env.NODE_ENV = "production";

danieldietrich

THIS README IS OUTDATED AND UNMAINTAINED - PLEASE DON'T RELY ON THIS

The easiest way to bundle a simple TypeScript web application

Packaging JavaScript applications can be a bit overwhelming. The popular project uglifyjs does not support ES6, it is cumbersome to configure the allmighty Webpack, bundlers like Parcel and Microbundle still have bugs or do not compile to ESM bundles that work in a browser. It is hard to figure out the best way to bundle an application.

Here I give a small example, how we achieve the goal using the

• TypeScript compiler
• rollup.js bundler

stafot

#!/usr/bin/env bash

function minikube_reset_vbox_dhcp_leases() {

  # Check OS version
case $OSTYPE in
  darwin*)
    VBOX_CONFIG_DIR=Library
    ;;
  linux*)

strongjz

Tools

• Kops https://github.com/kubernetes/kops/blob/master/docs/README.md
• Kubectl https://kubernetes.io/docs/tasks/tools/install-kubectl/
• kubespy https://blog.pulumi.com/kubespy-trace-a-real-time-view-into-the-heart-of-a-kubernetes-service
• kops https://icicimov.github.io/blog/virtualization/Kubernetes-Cluster-in-AWS-with-Kops/

Presentations

bradfitz

	httpsServer := &http.Server{
		Handler: http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
			hj, isHJ := w.(http.Hijacker)
			if r.Header.Get("Upgrade") == "websocket" && isHJ {
				c, br, err := hj.Hijack()
				if err != nil {
					log.Printf("websocket websocket hijack: %v", err)
					http.Error(w, err.Error(), 500)
					return
				}

Artistan

Add a cert to you macbook

USAGE

~/add_cert.sh my.intra.net

you will be asked for your password to add thit to keychain

• downloads pem file
• adds to trusted root certificates

smhatre59

import React, { Component } from 'react';
import './App.css';
/*
Screen:LoginScreen
Loginscreen is the main screen which the user is shown on first visit to page and after
hitting logout
*/
import LoginScreen from './Loginscreen';
/*
Module:Material-UI