data science Memes

When Your Grocery List Needs A Neural Network

When Your Grocery List Needs A Neural Network
Ah yes, nothing says "efficient solution" like using a machete labeled "Deep learning" to slice through a tiny piece of bread labeled "Simple problem." The classic case of computational overkill. Why use a simple if-statement when you could train a 500-layer neural network that requires a small power plant to run? Next week: using quantum computing to calculate a 15% tip.

The NaN Identity Crisis

The NaN Identity Crisis
Ah, the classic NumPy paradox: np.nan == np.nan returns False . Because apparently even NaN doesn't want to be associated with itself. Just like that one developer who wrote this code and now refuses to acknowledge it in code reviews. The screaming title perfectly captures that moment when you spend 3 hours debugging only to discover your data analysis is failing because Not-a-Number isn't equal to... itself. It's not a bug, it's a feature – said no data scientist ever.

Truth Hurts: Data Over Models

Truth Hurts: Data Over Models
When your data scientist crush drops the ultimate bombshell: "data matters more than the model." That painful moment when you realize all those weeks perfecting that fancy neural network architecture were pointless because your training data is just a dumpster fire of inconsistencies. The hardest pill to swallow in machine learning isn't some complex math equation—it's accepting that your beautiful, elegant algorithm is worthless without quality data behind it. Garbage in, garbage out... no matter how many GPUs you sacrificed.

One Man Show

One Man Show
The corporate data science dream team standing around watching one guy with Excel do all the actual work. Classic case of "we hired seven specialists with fancy titles to stare at a hole while the person who's been using VLOOKUP since 2003 actually solves the problem." This is why your company's $2M data infrastructure still ultimately feeds into someone's spreadsheet that crashes every third Thursday. The Excel guru probably makes half what the AI consultants do, but knows where all the bodies are buried in your database.

It'S Been A Productive Day..

It'S Been A Productive Day..
When you spend 6 hours crafting the most elegant algorithm with perfect variable names and documentation, only to discover NumPy has a one-liner that's 200x faster. import numpy as np and watch your self-esteem plummet faster than your execution time! The classic "reinventing the wheel vs. standing on the shoulders of giants" dilemma that haunts every developer who thinks they're being productive.

Yes

Yes
Machine learning algorithms don't question their training data—they just follow it blindly into the abyss. Classic case of "garbage in, cliff dive out." Next time your recommendation system suggests something utterly ridiculous, remember it's just doing what the cool algorithms were doing. No peer pressure resistance whatsoever in those neural networks!

Class Of Programmers

classOfProgrammers | programmer-memes, coding-memes, developer-memes, javascript-memes, code-memes, java-memes, python-memes, linux-memes, engineer-memes, ux-memes, javascript dev-memes, stack-memes, stack overflow-memes, program-memes, try-memes, loc-memes, lock-memes, git-memes, gitlab-memes, data-memes, security-memes, devs-memes, asp.net-memes, .net-memes, class-memes, date-memes, error-memes, release-memes, linkedin-memes, minecraft-memes, overflow-memes, sass-memes, ide-memes, div-memes, data science-memes, language-memes, devops-memes, cs-memes, startup-memes, kernel-memes | ProgrammerHumor.io
Content Left Terror Cell Asset Has a PhD Actively targets CS maiors. CCP Cybersecurity Engineer Linux Kernel Engineer Unemployed Graduate Has a decendA can' write a resu Applied to 200 obs Minecraft Modder Williterally only brosram for Open-Source Developer Started coding dicer they waccie the hate has 10 in the Masters Student All heir rends are emploved Regrets pursuing higher educatio Independent Game Developer has n attormer rames for 34.3g on Steam, sells Authoritarian VR Chat Dev Investment Firm Hasn'been ourside since March 2020 Developer One of 3 devs in the whole company Made 65k Legacy Codebase Programmer Maintains a Government Contractor Makes below-average salar The CS Professor confecenters divan sos Devops Hasn't sleottor 2 hou On call 247 FANG Engineer Has solved every cetcode program Asp.Net Dev Only knows Cs and SOL. Laid Off Engineer Spent 10 years in the same job. doy a new gra promo update All-Women Startup Carbon Developer 1.7M followers on Linkedin, Language released 2 weeks ago, culture in "Disrupting' Will fervently defend Carbon on al 13K points on Stack Overflow Knows deep down abandoned by Goo AAA Game Dev JavaScript Dev Never wont to college craned Worked go hours his Tries to interset with damere on Knows Data Science Engineer Dion cover Eastern European Developer Makes S15kyear Milacceptany Gitlab ticket Empornium Admin Expert in peer-to-peer data transfer Weheite lil haen't changed since GENAS Libertarian Lockheed Martin Rocket Telemetry Engineer Has to pass a drug The Fed ber of extremis Discor Ex-military Engineer on HR-mandated Paid Leave sexua harassment Will get fired In aweeks Electrical Engineer Took one procramming class in colles NSA cybersecurity asset Has access to state secrets will he assassinated by the sovemment after they've completed their The Saudi Exchange Student Vent to an American niversitu Returned to Saudi Arabia to work for a The Job Hopper Will switch jobs every 12 months, gets a 20' raise every time Contributes bai on 4Chan John McAfee Wanted by federal authorities had a chance to cash out ears Python Developer spends hou Schizophrenic Developer Defense Contractor Contributes to develooment of someone go a Silk Road Admin Wanted by the FB Onlv uses oublic wisrand Tails

Every Language Has Its Purpose

everyLanguageHasItsPurpose | programming-memes, coding-memes, php-memes, java-memes, program-memes, data-memes, c#-memes, ide-memes, data science-memes, language-memes, programming language-memes | ProgrammerHumor.io
Content davidegiambirtone 5 Wo. wengerja saying a certain programming language is ass is stupid and shows you don't know anything about coding at higher levels, every language has its purpose. You can say "java is ass for games" just like you can say "C is ass for data science" or "C is ass for quick scripting and automation" Antworten bersetzung anzeigen bptistt 4 Wo. davidegiambirtone yes, but what about php ? Antworten bersetzung anzeigen davidegiambirtone 4 Wo. bptistt It's ass Antworten bersetzung anzeigen 88 6 68

Helped tutor a friend who changed careers from fine arts to data science. Now they understand programming jokes and send me memes. I'm so proud :'-)

Helped tutor a friend who changed careers from fine arts to data science. Now they understand programming jokes and send me memes. I'm so proud :'-) | programming-memes, program-memes, data-memes, data science-memes | ProgrammerHumor.io
Content THE DATABASES AT SCHOOL THE DATABASES AT WORK

She Is Great Data Scientist

sheIsGreatDataScientist | code-memes, data-memes, excel-memes, microsoft-memes, data science-memes, interview-memes | ProgrammerHumor.io
Content Sydney Sweeney reveals in an interview that she's a huge proponent of Microsoft Excel for data science. "Not everybody is going to learn to code and we need to respect that." She added, "Excel meets the people where they are and I think that's beautiful." X Proarammer-umor.to

Your Models Suck

yourModelsSuck | computer-memes, computer science-memes, management-memes, google-memes, amazon-memes, try-memes, test-memes, data-memes, apple-memes, ios-memes, performance-memes, facebook-memes, perl-memes, search-memes, linkedin-memes, bios-memes, IT-memes, rds-memes, ide-memes, mac-memes, data science-memes, cs-memes, comment-memes, interview-memes | ProgrammerHumor.io
Content Tired of failing Data Science interviews for being a real Statistician, and not a CS tryhard Google 50 Yesterday Q 46 Comments I am a Statistician. I have a grad degree in Stats. Not a grad degree in Analytics or Physics or Computer Science, a grad degree in Stats. Biostats, Operations Research, and Econometrics are cool though. I build models properly. If you don't have a grad degree in Stats, your models suck. No two ways about it. There are dozens of things you don't know to test and control for, and your model is wildly inaccurate. Outside of CV and NLP, you are an absolute joke. You're a SWE? Good for you. But, that's a completely different skillset with little overlap. Akin to a Pharmacist performing surgery. I go to interviews with 'top' companies and get rejected for giving an answer that is too right. I explain it perfectly vs its alternatives and give all of the context needed. Then some SWE pretending to be a Statistician fails me because they don't know what I'm talking about, they want a crappy DL model because they don't have a clue. Apple, Facebook, Netflix, Amazon, Linked OpenAl, etc. All have failed me in DS interviews despite perfect performances. All filled with CS tryhards. Even the HFTs are infested with CS dweebs who don't have a clue about DS. Sigma was asking me SWE questions in a Quant interview ffs. Google is my only option, there is nowhere else for me to go to be a real Statistician, believe me I've tried. Sucks knowing when you hit your ceiling and there is no alternative. Half of the Google DSs are now a joke too, have weaseled their way into convincing morons that they know what they are talking about. Sadly, these are the ones that politic into management and hire those of their ilk into the ranks in order to build their empires.

This almost feels like a test (for data science intern application).

This almost feels like a test (for data science intern application). | programming-memes, html-memes, css-memes, javascript-memes, tech-memes, java-memes, python-memes, linux-memes, ux-memes, program-memes, test-memes, react-memes, data-memes, sql-memes, swift-memes, typescript-memes, scala-memes, tensorflow-memes, object-memes, kotlin-memes, ML-memes, data science-memes, language-memes, cs-memes, programming language-memes | ProgrammerHumor.io
Content Spotify CAMPUS TECH APPLICATION FORM 2023 What programming languages are you proficient (check all that apply) Java Typescript Python Scala Javascript HTML CSS Kotlin Swift Objective-C Tensorflow React SOL Linux CAMPUS APPLICATION FORM 2023