Ananth Sounder ultrasounder

Falsehoods programmers believe about time

This is a compiled list of falsehoods programmers tend to believe about working with time.

Don't re-invent a date time library yourself. If you think you understand everything about time, you're probably doing it wrong.

Falsehoods

There are always 24 hours in a day.
February is always 28 days long.
Any 24-hour period will always begin and end in the same day (or week, or month).

Anti-hype LLM reading list

Goals: Add links that are reasonable and good explanations of how stuff works. No hype and no vendor content if possible. Practical first-hand accounts of models in prod eagerly sought.

Foundational Concepts

Pre-Transformer Models

Lecture 1: Introduction to Research — [📝Lecture Notebooks] [▶️Video]
Lecture 2: Introduction to Python — [📝Lecture Notebooks] [▶️Video]
Lecture 3: Introduction to NumPy — [📝Lecture Notebooks] [▶️Video]
Lecture 4: Introduction to pandas — [📝Lecture Notebooks] [▶️Video]
Lecture 5: Plotting Data — [📝Lecture Notebooks] [[▶️Vide

Using Python 3 + Google Cloud Vision API's OCR to extract text from photos and scanned documents

Just a quickie test in Python 3 (using Requests) to see if Google Cloud Vision can be used to effectively OCR a scanned data table and preserve its structure, in the way that products such as ABBYY FineReader can OCR an image and provide Excel-ready output.

The short answer: No. While Cloud Vision provides bounding polygon coordinates in its output, it doesn't provide it at the word or region level, which would be needed to then calculate the data delimiters.

On the other hand, the OCR quality is pretty good, if you just need to identify text anywhere in an image, without regards to its physical coordinates. I've included two examples:

####### 1. A low-resolution photo of road signs

	// Event structure definition
	typedef struct {
	uint8_t event_type;
	uint16_t sensor_value;
	// Add other relevant data
	} system_event_t;

	// Global queue handle
	QueueHandle_t event_queue;

	// Event structure definition
	typedef struct {
	uint8_t event_type;
	uint16_t sensor_value;
	// Add other relevant data
	} system_event_t;

	// Global queue handle
	QueueHandle_t event_queue;

	# The Best Medium-Hard Data Analyst SQL Interview Questions

	By Zachary Thomas ([[email protected]](mailto:[email protected]), [Twitter](https://twitter.com/zach_i_thomas), [LinkedIn](https://www.linkedin.com/in/thomaszi/))

	Tip: See the Table of Contents (document outline) by hovering over the vertical line on the right side of the page

	## Background & Motivation

	> The first 70% of SQL is pretty straightforward but the remaining 30% can be pretty tricky.

	var OFF = 0, WARN = 1, ERROR = 2;

	module.exports = exports = {
	"env": {
	"es6": true
	},

	"ecmaFeatures": {
	// env=es6 doesn't include modules, which we are using
	"modules": true

	import os
	import sys
	import openai
	import os.path

	from dotenv import load_dotenv
	from pydub import AudioSegment

	load_dotenv()
	openai.api_key = os.getenv('OPENAI_API_KEY')

	""" Use Apple's Vision Framework via PyObjC to detect text in images """

	import pathlib

	import Quartz
	import Vision
	from Cocoa import NSURL
	from Foundation import NSDictionary
	# needed to capture system-level stderr
	from wurlitzer import pipes