Explore Twittaer

A list of 50 individual video links about how LLM's actually work.

Start here: the big picture

3Blue1Brown, "Large Language Models explained briefly": https://www.youtube.com/wa...
Andrej Karpathy, "Intro to Large Language Models": https://www.youtube.com/wa...
Andrej Karpathy, "Deep Dive into LLMs like ChatGPT": https://www.youtube.com/wa...
Andrej Karpathy, "How I use LLMs": https://www.youtube.com/wa...
Andrej Karpathy, "State of GPT" (Microsoft Build): https://www.youtube.com/wa...

How transformers work
6. 3Blue1Brown, "But what is a GPT? Visual intro to transformers": https://www.youtube.com/wa...
7. 3Blue1Brown, "Attention in transformers, visually explained": https://www.youtube.com/wa...
8. 3Blue1Brown, "How might LLMs store facts": https://www.youtube.com/wa...
9. StatQuest, "Transformer Neural Networks, ChatGPT's foundation, Clearly Explained": https://www.youtube.com/wa...
10. StatQuest, "Attention for Neural Networks, Clearly Explained": https://www.youtube.com/wa...
11. Yannic Kilcher, "Attention Is All You Need" (paper walkthrough): https://www.youtube.com/wa...

Neural network foundations
12. 3Blue1Brown, "But what is a neural network?": https://www.youtube.com/wa...
13. 3Blue1Brown, "Gradient descent, how neural networks learn": https://www.youtube.com/wa...
14. 3Blue1Brown, "Backpropagation, intuitively": https://www.youtube.com/wa...
15. 3Blue1Brown, "Backpropagation calculus": https://www.youtube.com/wa...
16. 3Blue1Brown, full Neural Networks playlist: https://www.youtube.com/pl...

Build one yourself (code-along)
17. Karpathy, "The spelled-out intro to neural networks and backpropagation" (micrograd): https://www.youtube.com/wa...
18. Karpathy, "The spelled-out intro to language modeling" (makemore): https://www.youtube.com/wa...
19. Karpathy, "Let's build GPT: from scratch, in code, spelled out": https://www.youtube.com/wa...
20. Karpathy, "Let's build the GPT Tokenizer": https://www.youtube.com/wa...
21. Karpathy, "Let's reproduce GPT-2 (124M)": https://www.youtube.com/wa...
22. Karpathy, Neural Networks: Zero to Hero playlist: https://www.youtube.com/pl...
23. Umar Jamil, "Coding a Transformer from scratch on PyTorch": https://www.youtube.com/wa...
24. Umar Jamil, "LLaMA explained": https://www.youtube.com/wa...

University lectures and full courses
25. Stanford CS229, "Building Large Language Models": https://www.youtube.com/wa...
26. Stanford CS336, Language Modeling from Scratch: https://stanford-cs336.git...
27. Stanford CS224N, NLP with Deep Learning: https://web.stanford.edu/c...
28. MIT 6.S191, Introduction to Deep Learning: http://introtodeeplearning...
29. fast.ai, Practical Deep Learning: https://course.fast.ai
30. Hugging Face LLM Course: https://huggingface.co/lea...
31. DeepLearning.AI short courses: https://www.deeplearning.a...
32. Karpathy, "Software Is Changing (Again)" (YC talk): https://www.youtube.com/wa...

Interactive companions (not videos, but they pair well with them)
33. LLM Visualization, a 3D walkthrough of a GPT: https://bbycroft.net/llm
34. Transformer Explainer: https://poloclub.github.io...
35. Karpathy's nn-zero-to-hero code and notes: https://github.com/karpath...

Channels worth following
36. 3Blue1Brown: https://www.youtube.com/@3...
37. Andrej Karpathy: https://www.youtube.com/@A...
38. StatQuest: https://www.youtube.com/@s...
39. Welch Labs: https://www.youtube.com/@W...
40. Umar Jamil: https://www.youtube.com/@u...
41. Yannic Kilcher: https://www.youtube.com/@Y...
42. Serrano.Academy (Luis Serrano): https://www.youtube.com/@S...
43. AI Coffee Break with Letitia: https://www.youtube.com/@a...
44. Computerphile: https://www.youtube.com/@C...
45. Anthropic (interpretability research talks): https://www.youtube.com/@a...
46. Stanford Online: https://www.youtube.com/@s...
47. Google DeepMind: https://www.youtube.com/@G...
48. Sebastian Raschka: https://www.youtube.com/@S...
49. freeCodeCamp: https://www.youtube.com/@f...
50. Two Minute Papers: https://www.youtube.com/@T...

A good order to watch in: #1 , then #6 through #8 for intuition, then #2 and #3 for how training and chat models fit together. After that, go to #17 through #21 if you want to understand it by building it.

50 random internet rabbit holes you can spend hours exploring

1. http://zoom.earth — Watch the world via live satellite imagery
2. http://flightradar24.com — See every plane currently in the sky
3. http://marinetraffic.com — Track all ships at sea in real time
4. http://windy.com — Live map of winds and storms
5. http://lightningmaps.org — Watch lightning strikes hitting Earth in real time
6. http://earthquake.usgs.gov — Live list of recent earthquakes
7. http://submarinecablemap.c... — Ocean cables carrying the internet
8. http://globalforestwatch.o... — Watch forests disappear from space
9. http://worldometers.info — The world's statistics, second by second
10. http://internetlivestats.c... — Current number of tweets and searches being posted
11. http://thetruesize.com — Compare the true sizes of countries
12. http://oldmapsonline.org — Maps from centuries ago
13. http://davidrumsey.com — Archive of 150,000 historical maps
14. http://openstreetmap.org — World map drawn by volunteers
15. http://window-swap.com — Look out the window of a random person around the world
16. http://virtualvacation.us — Virtual walks through cities
17. http://mapcrunch.com — Teleport to a random spot on Earth
18. http://atlasobscura.com — Catalog of the world's strangest places
19. http://neal.fun — Interactive knowledge experiences
20. http://htwins.net/scale2 — Scale journey from atom to universe (Updated HTML5 link)
21. http://eyes.nasa.gov — Explore the solar system in 3D
22. http://stellarium-web.org — Real sky map in your browser
23. http://apod.nasa.gov — NASA's astronomy picture of the day
24. http://images.nasa.gov — NASA's entire visual archive, free
25. http://pudding.cool — Visual articles told through data
26. http://ourworldindata.org — The state of the world with real data
27. http://gapminder.org — What we mistakenly think we know about the world
28. http://informationisbeauti... — Visualizing complex data
29. http://data.worldbank.org — World Bank's open data
30. http://data.tuik.gov.tr — Turkey's official statistics database
31. http://archive.org — Archive of millions of books, films, and software
32. http://gutenberg.org — 70,000 free books whose copyrights have expired
33. http://openlibrary.org — Record of every book in the world
34. http://loc.gov — U.S. Library of Congress digital archive
35. http://europeana.eu — Europe's cultural heritage archive
36. http://dp.la — America's digital library collection
37. http://artsandculture.goog... — Tour museums from home
38. http://rijksmuseum.nl — Download artworks in high resolution
39. http://wikiart.org — Archive of 250,000 artworks
40. http://publicdomainreview.... — Forgotten visual treasures of history
41. http://openculture.com — Free archive of culture and education
42. http://metmuseum.org — Met Museum's open collection
43. http://musicmap.info — Family tree of music genres
44. http://radiooooo.com — Pick a country and decade to listen to that era
45. http://listen.hatnote.com — Turn Wikipedia edits into audio
46. http://wikipedia.org — Random knowledge well
47. http://timeanddate.com — Time, sunrises, and sky events
48. http://sciencedaily.com — Live stream of science news
49. http://arxiv.org — Free preprints of scientific papers
50. http://observablehq.com — Visualize data with live code

50 completely new websites that can turn a quick visit into hours of exploring 🌍

1. http://accessmars.withgoog... — Explore Mars in 3D
2. http://dinosaurpictures.or... — Where your city was millions of years ago
3. http://chronozoom.com — Timeline from Big Bang to now
4. http://hereistoday.com — Feel the true scale of time
5. http://stars.chromeexperim... — Fly through 100,000 stars
6. http://radiooooo.com — Music by any country + decade
7. http://musicmap.info — Explore the map of music genres
8. http://driveandlisten.hero... — Drive through cities with local radio
9. http://zoomquilt.org — Infinite zooming artwork
10. http://weavesilk.com — Create silk-like digital art
11. http://mynoise.net — Powerful ambient sound generator
12. http://asoftmurmur.com — Mix your own soundscapes
13. http://patatap.com — Make music by pressing keys
14. http://pointerpointer.com — People pointing at your cursor
15. http://hackertyper.net — Fake hacker terminal
16. http://findtheinvisiblecow... — Find the invisible cow
17. http://koalastothemax.com — Zoom into koalas forever
18. http://s2maps.eu — Ultra high-res satellite imagery
19. http://apps.sentinel-hub.c... — Free Earth observation tool
20. http://n2yo.com — Live satellite & ISS tracker
21. http://spaceweather.com — Real-time space weather
22. http://solarham.net — Solar data & aurora forecasts
23. http://wikiarchives.space — Huge free space photo archive
24. http://oculi-mundi.com — Ancient maps, atlases & globes
25. http://castlemap.com — Interactive map of 2400+ castles
26. http://omnesviae.org — Ancient Roman roads planner
27. http://arcanum.com/en/maps — Historical maps collection
28. http://futuretimeline.net — Possible future timelines
29. http://earth2050.earth — Visual predictions of Earth 2050
30. http://worldpopulationhist... — Interactive population history
31. http://timelineofhistory.c... — Interactive history timeline
32. http://100000stars.net — Deep interactive star map
33. http://sky-map.org — Online sky atlas
34. http://astroviewer.net — ISS & satellite passes
35. http://stuffin.space — 3D objects in Earth orbit
36. http://satellite-map.space — Live satellite positions
37. http://spectator.earth — Track Earth-imaging satellites
38. http://lofi.cafe — Cozy lofi spaces
39. http://citylines.co — Historical transit maps
40. http://wikimapia.org — Collaborative annotated world map
41. http://geoguessr.com Drop into random places
42. http://randomstreetview.co... — Pure random Street View
43. http://scribblemaps.com — Create & explore custom maps
44. http://kepler.gl/demo — Geospatial data explorer
45. http://livingatlas.arcgis.... — Interactive global maps
46. http://climateexplorer.app — Climate & weather data tools
47. http://floodmap.net — Sea level rise explorer
48. http://ancientearth.com — Ancient Earth viewer
49. http://shouldseethis.com — Fresh curated cool websites
50. http://chronozoom.com — Deep timeline experience

🚨🚨🚨🚨🚨🚨🚨🚨
50 Free Websites That Show What Billionaires Are Buying and Reading

1.) https://dataroma.com/m/hom... → Latest holdings of Buffett-class investors
2.) https://whalewisdom.com → Hedge fund 13F buy/sell tracker
3.) https://capitoltrades.com → The public ledger of U.S. lawmakers’ stock trades
4.) https://openinsider.com → Whether the CEO is buying or heading for the exit
5.) https://sec.gov/cgi-bin/br... → Official filings search
6.) https://sec.gov/edgar/sear... → 10-Ks, 13Fs, and source documents
7.) https://berkshirehathaway.... → The complete Buffett shareholder letters
8.) https://buffett.cnbc.com→ Video library of annual meeting Q&A
9.) https://oaktreecapital.com... → Marks’ cycle memos
10.) https://bridgewater.com/re... → Bridgewater’s public research
11.) https://principles.com → Dalio’s principles, free to read
12.) https://gmo.com/americas/r... → Grantham’s extreme-valuation notes
13.) https://aqr.com/Insights → Serious research from a quant shop
14.) https://pages.stern.nyu.ed... → Damodaran’s market-wide valuation tables
15.) https://aswathdamodaran.bl... → The valuation professor explaining the principles
16.) https://collaborativefund.... → Columns from the author of The Psychology of Money
17.) https://fs.blog/mental-mod... → Decision models that reduce unforced errors
18.) https://am.jpmorgan.com/us... → JPMorgan’s quarterly markets handbook
19.) https://ark-invest.com/res... → High-growth theme research
20.) https://paulgraham.com/art... → Foundational Silicon Valley venture essays
21.) https://csinvesting.org → Homework-grade value investing notes
22.) https://www8.gsb.columbia.edu/valueinvesting/about → Columbia’s value investing archive
23.) https://fred.stlouisfed.or... → Fed raw data, unfiltered by media
24.) https://federalreserve.gov... → Rate decisions and the dot plot
25.) https://data.ecb.europa.eu → ECB database
26.) https://bis.org/publ/index... → Bank for International Settlements reports
27.) https://data.worldbank.org → Country-level economic base tables
28.) https://macrotrends.net → 20- to 50-year charts on a single company
29.) https://gurufocus.com → Free financials and guru-holdings doorway
30.) https://companiesmarketcap... → Who the real global giants are right now
31.) https://finviz.com/map.ash... → Heatmap of the entire market
32.) https://portfoliovisualize... → Historical portfolio backtests
33.) https://tradingview.com → Charting and public analysis
34.) https://koyfin.com → A free “almost-terminal”
35.) https://sec.gov/search-fil... → Search for company action reports
36.) https://investor.gov/intro... → Investing class the SEC wrote for ordinary people
37.) https://bogleheads.org/wik... → Encyclopedia of index investing
38.) https://investopedia.com/f... → Look up any term in one second
39.) https://ssga.com/us/en/int... → Free guides from a giant asset manager
40.) https://rpc.cfainstitute.o... → CFA Institute papers
41.) https://morningstar.com/fu... → Fund holdings and ratings
42.) https://visualcapitalist.c... → Understand a company or the macro picture in one graphic
43.) https://intel.ark-invest.c... → Public theses on thematic investing
44.) https://holdingschannel.co... → What’s actually inside the fund box
45.) https://justetf.com/en/ → European ETF comparison
46.) https://alphaarchitect.com... → Data that punches holes in common sense
47.) https://econ.yale.edu/~shi... → Shiller’s long-run market data
48.) https://behaviouralinvestm... → Post-mortems on investor psychology
49.) https://ourworldindata.org → Economy, energy, and population, told in charts
50.) https://ourfiniteworld.com → The long-constraint view mainstream coverage skips

50 legendary websites that feel like the internet’s hidden toolbox

1. http://unpaywall.org — Free research papers
2. http://openlibrary.org — Borrow books online
3. http://doaj.org — Free academic journals
4. http://gutenberg.org — 70K+ free books
5. http://openstax.org — Free textbooks
6. http://openculture.com — Free online courses
7. http://wolframalpha.com — Solve complex problems
8. http://elicit.org — AI research assistant
9. http://consensus.app — Research-backed AI answers
10. http://connectedpapers.com — Find research connections
11. http://semanticscholar.org — Academic search engine
12. http://scispace.com — Understand research papers easily
13. http://photopea.com — Free Photoshop alternative
14. http://squoosh.app — Compress & optimize images
15. http://remove.bg — Remove image backgrounds
16. http://cleanup.pictures — Remove objects from photos
17. http://unscreen.com — Remove video backgrounds
18. http://carbon.now.sh — Beautiful code images
19. http://ray.so — Share elegant code screenshots
20. http://phind.com — AI search engine for developers
21. http://regex101.com — Test and debug regex
22. http://codebeautify.org — Format & clean code
23. http://jsonformatter.org — Format & validate JSON
24. http://explainshell.com — Understand terminal commands
25. http://shots.so — Stunning product mockups
26. http://mediamodifier.com — Powerful online mockup generator
27. http://alternativeto.net — Find alternatives to any app
28. http://haveibeenpwned.com — Check data breaches
29. http://virustotal.com — Scan files & URLs for malware
30. http://privnote.com — Self-destructing text notes
31. http://temp-mail.org — Disposable temporary email
32. http://10minutemail.com — 10-minute temporary email
33. http://file.io — Temporary & secure file sharing
34. http://radio.garden — Explore global live radio
35. http://music-map.com — Discover similar music & artists
36. http://tunefind.com — Find songs from movies & shows
37. http://musicforprogramming... — Focus music for coding
38. http://mynoise.net — Custom background sounds
39. http://coffitivity.com — Ambient café sounds for productivity
40. http://justwatch.com — Find where to stream movies
41. http://archive.org — The internet’s digital library
42. http://archive.ph — Create a personal copy of any webpage
43. http://similarsites.com — Find related websites
44. http://summarize.tech — AI YouTube video summaries
45. http://raindrop.io — Ultimate smart bookmark manager
46. http://downdetector.com — Check real-time service outages
47. http://tineye.com — Smart reverse image search
48. http://fast.com — Quick internet speed test
49. http://smallpdf.com — All-in-one PDF tools
50. http://ilovepdf.com — Merge, split & convert PDFs

50 websites you’ll wish you knew sooner 👀

1. futuretools.io — Discover useful AI tools
2. theresanaiforthat.com — Find AI tools for almost anything
3. aitools.fyi — Explore AI tools & apps
4. huggingface.co/spaces — Try community-built AI demos
5. replicate.com — Run AI models online
6. runwayml.com — AI video & creative tools
7. leonardo.ai — AI image generation
8. ideogram.ai — Create images with strong text rendering
9. suno.com — Generate AI music
10. elevenlabs.io — AI voice generation
11. gamma.app — Create presentations with AI
12. napkin.ai — Turn ideas into visual diagrams
13. tldraw.com — Collaborative online whiteboard
14. excalidraw.com — Simple hand-drawn style diagrams
15. drawio.com — Create diagrams & flowcharts
16. penpot.app — Open-source design platform
17. coolors.co — Generate color palettes
18. fontjoy.com — Find font combinations
19. myfonts.com/WhatTheFont — Identify fonts from images
20. favicon.io — Create favicons quickly
21. qr-code-generator.com — Create QR codes
22. compressjpeg.com — Compress JPEG images
23. tinypng.com — Compress PNG & WebP images
24. convertio.co — Convert files between formats
25. cloudconvert.com — Convert almost any file
26. iloveimg.com — Edit & optimize images
27. vectr.com — Create vector graphics online
28. unsplash.com — Free high-quality photography
29. pexels.com — Free stock photos & videos
30. pixabay.com — Free images, videos & illustrations
31. mixkit.co — Free stock videos, music & templates
32. coverr.co — Free stock videos for creative projects
33. humaaans.com — Build customizable human illustrations
34. undraw.co — Free customizable illustrations
35. storyset.com — Animated illustrations for projects
36. sitemap.org — Learn how sitemaps work
37. regexr.com — Build & test regular expressions
38. jsonformatter.org — Format & validate JSON
39. jwt.io — Decode and inspect JWT tokens
40. postman.com — Test & explore APIs
41. reqbin.com — Send HTTP requests online
42. carbon.now.sh — Create beautiful code screenshots
43. ray.so — Turn code into beautiful images
44. bundlephobia.com — Check JavaScript package sizes
45. roadmap.sh — Developer roadmaps & learning paths
46. roadmap.sh/r — Explore career roadmaps
47. learn-anything.xyz — Discover visual learning paths
48. learnxinyminutes.com — Learn programming concepts quickly
49. overapi.com — Cheat sheets for developers
50. stowaway.live/?f=VRP92H6NV...… — Explore aircraft & satellites flying over you in real time

The internet isn’t just social media.

There are thousands of tools quietly making work, learning, creativity and everyday life more interesting.

How the currency rates work is you have the actual rate then the local rate.

1 usd = 17 mxn Actual rate from exchange or bank
1 usd = 16 mxn local rate
The local exchanger makes roughly 1 peso per usd off the transaction. It's not much but it builds fast.

Top 50 Web Sites Google Doesn't Want You to Know About

1.) 'http://12ft.io' — Bypass any paywall
2.) 'http://libgen.is' — Millions of free textbooks
3.) 'http://sci-hub.se' — Free academic articles
4.) 'http://alternativeto.net' — Find free app alternatives
5.) 'http://justwatch.com' — Find where any content is published
6.) 'http://archive.org' — Access any old web page
7.) 'http://gutenberg.org' — 70,000 free classic books
8.) 'http://pdfdrive.com' — Free PDF downloads
9.) 'http://openculture.com' — Free courses from top universities
10.) 'http://wolframalpha.com' — Solve any math problem instantly
11.) 'http://photopea.com' — Free Photoshop in your browser
12.) 'http://squoosh.app' — Compress any image for free
13.) 'http://remove.bg' — Remove image backgrounds for free
14.) 'http://cleanup.pictures' — Remove objects from photos
15.) 'http://unscreen.com' — Remove video backgrounds
16.) 'http://carbon.now.sh' — Turn code into art
17.) 'http://ray.so' — Stylish code screenshots
18.) 'http://shots.so' — Free product mockups
19.) 'http://smartmockups.com' — Create mockups without Photoshop
20.) 'http://haveibeenpwned.com' — Check if you've been hacked
21.) 'http://virustotal.com' — Scan any file for malware
22.) 'http://privnote.com' — Send self-destructing messages
23.) 'http://temp-mail.org' — Instant disposable email
24.) 'http://file.io' — Auto-deleting file sharing
25.) 'http://archive.ph' — Permanently save any web page
26.) 'http://similarsites.com' — Find alternatives to any site
27.) 'http://radio.garden' — Listen to any radio station worldwide
28.) 'http://everynoise.com' — Discover every music genre
29.) 'http://tunefind.com' — Find songs from any TV show
30.) 'http://musicforprogramming... — Focus music
31.) 'http://mynoise.net' — Custom focus soundscapes
32.) 'http://coffitivity.com' — Cafe sounds that boost productivity
33.) 'http://elicit.org' — AI academic paper assistant
34.) 'http://consensus.app' — Search scientific consensus
35.) 'http://connectedpapers.com... — Visualize academic paper maps
36.) 'http://semanticscholar.org... — Free academic search
37.) 'http://scispace.com' — Understand any academic paper
38.) 'http://summarize.tech' — Summarize any YouTube video
39.) 'http://phind.com' — AI search engine for developers
40.) 'http://regex101.com' — Test any regex instantly
41.) 'http://codebeautify.org' — Format code cleanly
42.) 'http://jsonformatter.org' — Read JSON like a human
43.) 'http://explainshell.com' — Understand terminal commands
44.) 'http://raindrop.io' — Effective bookmark manager
45.) 'http://downdetector.com' — Check if any site is down
46.) 'http://tineye.com' — Reverse image search
47.) 'http://fast.com' — Check internet speed
48.) 'http://smallpdf.com' — Free PDF editing
49.) 'http://ilovepdf.com' — Merge and split PDFs
50.) 'http://10minutemail.com' — Second-long temporary email

The internet is much bigger than what Google shows you.

50 legendary internet rabbit holes you can spend hours exploring👇

1. zoom.earth — Watch the world via live satellite imagery
2. flightradar24.com — See every plane currently in the sky
3. marinetraffic.com — Track all ships at sea in real time
4. windy.com — Live map of winds and storms
5. lightningmaps.org — Watch lightning strikes hitting Earth in real time
6. earthquake.usgs.gov — Live list of recent earthquakes
7. submarinecablemap.com — Ocean cables carrying the internet
8. globalforestwatch.org — Watch forests disappear from space
9. worldometers.info — The world's statistics, second by second
10. internetlivestats.com — Current number of tweets and searches being posted
11. thetruesize.com — Compare the true sizes of countries
12. oldmapsonline.org — Maps from centuries ago
13. davidrumsey.com — Archive of 150,000 historical maps
14. openstreetmap.org — World map drawn by volunteers
15. window-swap.com — Look out the window of a random person around the world
16. virtualvacation.us — Virtual walks through cities
17. mapcrunch.com — Teleport to a random spot on Earth
18. atlasobscura.com — Catalog of the world's strangest places
19. neal.fun — Interactive knowledge experiences
20. htwins.net/scale2 — Scale journey from atom to universe (Updated HTML5 link)
21. eyes.nasa.gov — Explore the solar system in 3D
22. stellarium-web.org — Real sky map in your browser
23. apod.nasa.gov — NASA's astronomy picture of the day
24. images.nasa.gov — NASA's entire visual archive, free
25. pudding.cool — Visual articles told through data
26. ourworldindata.org — The state of the world with real data
27. gapminder.org — What we mistakenly think we know about the world
28. informationisbeautiful.net — Visualizing complex data
29. data.worldbank.org — World Bank's open data
30. data.tuik.gov.tr — Turkey's official statistics database
31. archive.org — Archive of millions of books, films, and software
32. gutenberg.org — 70,000 free books whose copyrights have expired
33. openlibrary.org — Record of every book in the world
34. loc.gov — U.S. Library of Congress digital archive
35. europeana.eu — Europe's cultural heritage archive
36. dp.la — America's digital library collection
37. artsandculture.google.com — Tour museums from home
38. rijksmuseum.nl — Download artworks in high resolution
39. wikiart.org — Archive of 250,000 artworks
40. publicdomainreview.org — Forgotten visual treasures of history
41. openculture.com — Free archive of culture and education
42. metmuseum.org — Met Museum's open collection
43. musicmap.info — Family tree of music genres
44. radiooooo.com — Pick a country and decade to listen to that era
45. listen.hatnote.com — Turn Wikipedia edits into audio
46. wikipedia.org — Random knowledge well
47. timeanddate.com — Time, sunrises, and sky events
48. sciencedaily.com — Live stream of science news
49. arxiv.org — Free preprints of scientific papers
50. observablehq.com — Visualize data with live code

Save this.

PAID VERSION → FREE ALTERNATIVE

1. ChatGPT Plus → Google Gemini
2. Netflix Premium → Tubi
3. Spotify Premium → SoundCloud
4. YouTube Premium → NewPipe
5. Canva Pro → Adobe Express
6. Microsoft 365 → LibreOffice
7. Adobe Photoshop → GIMP
8. Figma Pro → Penpot
9. Adobe Premiere Pro → DaVinci Resolve
10. Grammarly Premium → LanguageTool
11. Midjourney → Microsoft Designer
12. Notion AI → Obsidian
13. Claude Pro → Google Gemini
14. Adobe Illustrator → Inkscape
15. Zoom Pro → Google Meet
16. Slack Pro → Discord
17. Dropbox → Google Drive
18. Adobe Acrobat Pro → PDFgear
19. GitHub Copilot → Codeium
20. CapCut Pro → DaVinci Resolve
21. After Effects → Blender
22. Microsoft Visio → draw io
23. 1Password → Bitwarden
24. LastPass Premium → Bitwarden
25. Webflow → Framer
26. Trello Premium → ClickUp
27. Calendly Premium → Cal. com
28. Audible → LibriVox
29. Amazon Prime Video → Pluto TV
30. Disney+ → Tubi
31. Apple TV+ → Pluto TV
32. Xbox Game Pass → Epic Games Store
33. Final Cut Pro → DaVinci Resolve
34. Adobe Lightroom → Darktable
35. Loom → OBS Studio
36. Typeform → Google Forms
37. Mailchimp Premium → Brevo
38. Zapier → Make
39. Miro → FigJam
40. Google Workspace → Zoho Workplace
41. Perplexity Pro → You com
42. Cursor Pro → Continue
43. Evernote → Joplin
44. Todoist Pro → Microsoft To Do
45. NordVPN → Proton VPN
46. ExpressVPN → Windscribe
47. AutoCAD → FreeCAD
48. Salesforce → HubSpot
49. Shopify → WooCommerce
50. Jira Premium → Plane

AI + CREATOR TOOLS

51. Jasper AI → Writesonic
52. Synthesia → HeyGen
53. ElevenLabs → TTSMaker
54. Murf AI → TTSMaker
55. Runway → Kling AI
56. Pika → Luma Dream Machine
57. Leonardo AI → Playground AI
58. DALL·E → Craiyon
59. Ideogram → Microsoft Designer
60. Gamma → Google Slides
61. Beautiful ai → Google Slides
62. Tome → Google Slides
63. Otter ai Pro → Notta
64. Fireflies ai → Fathom
65. Krisp Pro → NVIDIA Broadcast
66. Descript → Audacity
67. Riverside → OBS Studio
68. VEED Pro → CapCut
69. InVideo Pro → CapCut
70. Camtasia → OBS Studio
71. ScreenFlow → OBS Studio
72. Snagit → ShareX
73. Screen Studio → OBS Studio
74. QuillBot Premium → LanguageTool
75. Hemingway Editor Plus → LanguageTool
76. Freepik Premium → unDraw
77. Envato Elements → Mixkit
78. Shutterstock → Unsplash
79. Adobe Stock → Pexels
80. Epidemic Sound → Pixabay Music
81. Artlist → Free Music Archive
82. Flaticon Premium → SVG Repo
83. Icons8 Pro → Lucide
84. Font Awesome Pro → Heroicons
85. Adobe Fonts → Google Fonts
86. Sketch → Penpot
87. Affinity Photo → GIMP
88. Affinity Designer → Inkscape
89. CorelDRAW → Inkscape
90. Adobe InDesign → Scribus
91. Affinity Publisher → Scribus
92. Adobe XD → Penpot
93. Cinema 4D → Blender
94. Autodesk Maya → Blender
95. Autodesk 3ds Max → Blender
96. ZBrush → Blender
97. Substance 3D Painter → ArmorPaint
98. Pro Tools → Audacity
99. FL Studio → LMMS
100. Ableton Live → LMMS
101. Logic Pro → GarageBand
102. Adobe Audition → Audacity
103. Motion → Blender
104. DaVinci Resolve Studio → Kdenlive
105. Final Cut Pro → Shotcut

MARKETING + BUSINESS

106. Semrush → Ubersuggest
107. Ahrefs → Google Search Console
108. Moz Pro → Google Search Console
109. Surfer SEO → Google Keyword Planner
110. Similarweb → Google Trends
111. BuzzSumo → Google Trends
112. Hotjar Pro → Microsoft Clarity
113. Hootsuite → Buffer
114. Sprout Social → Metricool
115. Later → Buffer
116. SocialBee → Buffer
117. ConvertKit → Substack
118. Beehiiv → Substack
119. HubSpot Marketing Hub → Mautic
120. Intercom → Tawk to
121. Zendesk → Zammad
122. Freshdesk → Zammad
123. DocuSign → SignWell
124. PandaDoc → Jotform
125. SurveyMonkey → Google Forms
126. Airtable → Baserow
127. Asana Premium → OpenProject
128. Monday com → Taiga
129. ClickUp → OpenProject
130. Microsoft Project → ProjectLibre
131. QuickBooks Online → Wave
132. FreshBooks → Wave
133. Xero → Wave
134. Dropbox Sign → SignWell
135. Nitro PDF Pro → PDF24
136. Smallpdf Pro → PDF24
137. CamScanner Premium → Microsoft Lens
138. TeamViewer → RustDesk
139. AnyDesk → RustDesk
140. Dashlane Premium → Bitwarden
141. NordPass Premium → Bitwarden
142. Squarespace → WordPress
143. Wix Premium → WordPress
144. BigCommerce → WooCommerce
145. Elementor Pro → Brizy
146. Divi → Brizy
147. WP Rocket → LiteSpeed Cache
148. Yoast SEO Premium → Rank Math
149. Rank Math Pro → The SEO Framework
150. WPForms Pro → Forminator
151. Gravity Forms → Forminator
152. MemberPress → Paid Memberships Pro
153. Google One → Proton Drive
154. Microsoft OneDrive → MEGA
155. Microsoft Teams → Jitsi Meet

DEVELOPER + TECH

156. Replit Core → StackBlitz
157. Postman Pro → Insomnia
158. Docker Desktop Pro → Podman
159. Datadog → Grafana
160. New Relic → Grafana
161. Sentry → GlitchTip
162. Firebase → Supabase
163. MongoDB Atlas → Supabase
164. Vercel Pro → Cloudflare Pages
165. Netlify Pro → Cloudflare Pages
166. Heroku → Render
167. AWS → Oracle Cloud Free Tier
168. Twilio → Telnyx
169. Algolia → Meilisearch
170. Pinecone → Qdrant
171. OpenAI API → Google AI Studio
172. Claude API → Gemini API
173. WebStorm → VS Code
174. PyCharm Professional → VS Code
175. DataGrip → DBeaver
176. IntelliJ IDEA Ultimate → Eclipse
177. Rider → Visual Studio Community
178. Visual Studio Professional → Eclipse
179. Sublime Text → Notepad++
180. UltraEdit → Notepad++
181. Charles Proxy → mitmproxy
182. Splunk → OpenSearch
183. Terraform Cloud → OpenTofu
184. GitHub Enterprise → Gitea
185. GitLab Premium → Gitea
186. Elasticsearch Cloud → OpenSearch
187. SendGrid → Brevo
188. Mailgun → Brevo
189. Make → n8n
190. PagerDuty → Grafana OnCall

DATA + ENGINEERING + PROFESSIONAL

191. MATLAB → GNU Octave
192. Mathematica → SageMath
193. SPSS → PSPP
194. Stata → Gretl
195. Tableau → Apache Superset
196. Power BI Pro → Looker Studio
197. Qlik Sense → Metabase
198. Alteryx → KNIME
199. Minitab → Jamovi
200. ArcGIS → QGIS
201. SolidWorks → FreeCAD
202. SketchUp Pro → Blender
203. Revit → FreeCAD
204. Fusion 360 → FreeCAD
205. Rhino 3D → Blender
206. MATLAB Simulink → Scilab Xcos
207. LabVIEW → GNU Radio
208. COMSOL → OpenFOAM
209. ANSYS → OpenFOAM
210. Wolfram Alpha Pro → GeoGebra
211. QuarkXPress → Scribus
212. Microsoft Project → ProjectLibre
213. Microsoft Visio → diagrams net
214. Tableau → Metabase
215. Power BI Pro → Apache Superset

MORE FREE ALTERNATIVES

216. Adobe Premiere Pro → Kdenlive
217. After Effects → Natron
218. Final Cut Pro → Kdenlive
219. Adobe Acrobat Pro → PDF24
220. Adobe Express Premium → VistaCreate
221. Canva Pro → VistaCreate
222. Figma Pro → Lunacy
223. Sketch → Lunacy
224. Photoshop → Photopea
225. Lightroom → RawTherapee
226. Illustrator → Vectr
227. InDesign → Scribus
228. Pro Tools → Cakewalk
229. Ableton Live → Cakewalk
230. ScreenFlow → OBS Studio
231. Loom Business → ScreenPal
232. Slack Pro → Mattermost
233. Zoom Pro → Jitsi Meet
234. Discord Nitro → Telegram
235. 1Password → KeePassXC
236. LastPass Premium → KeePassXC
237. Evernote → Standard Notes
238. Todoist Pro → Super Productivity
239. Notion → Anytype
240. Airtable → NocoDB
241. Jira → OpenProject
242. Monday com → OpenProject
243. Calendly → ZCal
244. Typeform → Tally
245. Mailchimp → MailerLite
246. Hootsuite → Publer
247. Sprout Social → Buffer
248. HubSpot → Bitrix24
249. Adobe Stock → Pixabay
250. Shutterstock → Pexels
251. Envato Elements → Pixabay
252. Freepik Premium → Pixabay
253. Epidemic Sound → Free Music Archive
254. Artlist → Pixabay Music
255. Dropbox → Proton Drive
256. Google Drive Storage → MEGA
257. NordVPN → Windscribe
258. ExpressVPN → Proton VPN
259. TeamViewer → RustDesk
260. AnyDesk → Chrome Remote Desktop
261. AutoCAD → LibreCAD
262. SolidWorks → SolveSpace
263. MATLAB → Scilab
264. SPSS → Jamovi
265. Tableau → Metabase
266. Power BI Pro → Metabase
267. ArcGIS → QGIS
268. WebStorm → VSCodium
269. PyCharm Professional → VSCodium
270. DataGrip → Beekeeper Studio
271. Postman Pro → Bruno
272. Docker Desktop Pro → Rancher Desktop
273. Datadog → Prometheus
274. New Relic → OpenTelemetry
275. Sentry → Highlight io
276. Firebase → Appwrite
277. MongoDB Atlas → Neon
278. Vercel Pro → GitHub Pages
279. Netlify Pro → GitHub Pages
280. Algolia → Typesense
281. Pinecone → Weaviate
282. Elasticsearch Cloud → OpenSearch
283. GitHub Copilot → Continue
284. Cursor Pro → VS Code + Continue
285. Zapier → n8n
286. Miro → Excalidraw
287. Trello Premium → Taiga
288. Asana Premium → Taiga
289. Adobe XD → Penpot
290. ProtoPie → Penpot
291. Zeplin → Storybook
292. Adobe Audition → Ocenaudio
293. Camtasia → ShareX + OBS Studio
294. Microsoft 365 → ONLYOFFICE
295. Google Workspace → ONLYOFFICE
296. Adobe Acrobat Pro → Stirling PDF
297. Microsoft Visio → yEd
298. Microsoft Project → GanttProject
299. QuickBooks → GnuCash
300. Xero → GnuCash

God has a Way!

Upset - John 14 https://www.biblegateway.c...
Weak - Psalm 18:1-29 https://www.biblegateway.c...
Lonely - Psalm 23 https://www.biblegateway.c...
Sinned - Psalm 51 https://www.biblegateway.c...
Worried - Matthew 8:18-31 https://www.biblegateway.c...
Anxious - Philippians 4:4-9 https://www.biblegateway.c...
Unhappy - Colossians 3:12-17 https://www.biblegateway.c...
In danger - Psalm 91 https://www.biblegateway.c...
Depressed - Psalm 27 https://www.biblegateway.c...
Lack of Faith - Exodus 14 https://www.biblegateway.c...
Need Courage - Joshua 1 https://www.biblegateway.c...
Need Direction - Psalm 73:21-26 https://www.biblegateway.c...
Grieving - Psalm 34:18 https://www.biblegateway.c...
Angry - Ephesians 4:26-27 https://www.biblegateway.c...
Tempted - 1 Corinthians 10:13 https://www.biblegateway.c...
Confused - Proverbs 3:5-6 https://www.biblegateway.c...
Doubting - Mark 9:23-24 https://www.biblegateway.c...
Guilty - 1 John 1:9 https://www.biblegateway.c...
Discouraged - Isaiah 41:10 https://www.biblegateway.c...
Fearful - Psalm 27:1 https://www.biblegateway.c...
Overwhelmed - Matthew 11:28-30 https://www.biblegateway.c...
Facing Change - Isaiah 43:18-19 https://www.biblegateway.c...
Financial Worry - Philippians 4:19 https://www.biblegateway.c...
Need Wisdom - James 1:5 https://www.biblegateway.c...
Feeling Hopeless - Romans 15:13 https://www.biblegateway.c...
Need Peace - John 14:27 https://www.biblegateway.c...

No matter what you're going through in life, you can always turn to God and find truth and victory in His word.

Here are 20 free investor lists/databases :

(1) No Warm Intro required investor list: https://lnkd.in/eiPSF6zC

(2) VC Fund Database for Early-Stage Startups (by Shai Goldman): https://lnkd.in/e6U8BdTF

(3) Active VCs list: https://lnkd.in/eu_8efMq

(4) Active Pre-Seed Investors: https://lnkd.in/eusdUdMz

(5) The Ultimate List of 750+ Seed Funds (by Matt Estes): https://lnkd.in/e-9ui7VQ

(6) VC Fund Database for Early-Stage Startups: https://lnkd.in/e6U8BdTF

(7) US Founders who invest in others as Angels: https://lnkd.in/eu3fUe4T

(8) SaaS Angel Investors (globally): https://lnkd.in/e-gdcAdT

(9) List of Family Offices investing Pre-Seed: https://lnkd.in/e-p5rjiv

(10) US Women Angels List (by Lolita Taub): https://lnkd.in/eJr3JgEr

(11) New VC funds at / below $200M in size by Shai Goldman: https://lnkd.in/e4XsiqE4

(12) Investors, accelerators, and resources supporting underrepresented founders and funders (from Anna Phan): https://lnkd.in/eNDNhkvY

(13) 4WARD VC Ultimate Climate Investor List: https://lnkd.in/eVmcg_Vf

(14) FoodTech Investors List (by FoodHack): https://lnkd.in/eJrfdzDA

(15) Worldwide ICO or crypto angel investors: https://lnkd.in/eHKf9dS9

(16) African angel investors: https://lnkd.in/ehp96-hU

(17) Angel Investors from diverse backgrounds: https://lnkd.in/ezDgeY9N

(18) Active Investor list by Trace Cohen (398+ Angels): https://lnkd.in/eVxCKWQg

(19) Mountside Ventures’ List of Angel Networks: https://lnkd.in/dffESKGN

(20) Open VC: https://www.openvc.app/

🔴🔴🔴🔴🔴⚔️ RED TEAM TOOLS

1.🕸️ BloodHound
2.📈 BeRoot
3.🎯 Gophish
4.👑 King Phisher
5.🔗 EvilURL
6.🏛️ Empire Project
7.🐶 Pupy
8.⚡ Cobalt Strike
9.🌐 Nmap
10.💉 SQLMap
11.🛡️ OpenVAS
12.🔎 Nikto
13.🛰️ Shodan
14.📜 http://crt.sh
15.⚡ RustScan
16.🕷️ Amass
17.🎨 Maltego
18.🕸️ SpiderFoot
19.🧩 OSINT Framework
20.📦 SharpExfiltrate
21.🌐 DNSExfiltrator
22.🚪 Egress-Assess
23.👹 Mimikatz
24.💀 Dumpert
25.🍝 LaZagne
26.🍴 forkatz
27.🐍 Pypykatz
28.🧬 nanodump

Monday Update
https://truthsocial.com/@r...

Prison four times. Armed robbery. Meth addiction. Suicidal at 38.
Today his bread is in every grocery store in America and sold for $275 million.

A four-time convicted felon who spent 15 years behind bars built the number one organic bread brand in the country.
Dave Dahl was 42 years old.
Standing at the Portland Farmers Market on a summer morning in August 2005.
Behind a folding table.
A few dozen loaves of bread nobody had ever heard of.
He'd been out of prison for eight months.
Before that, Dave had spent most of his adult life in a cell.
Four separate prison sentences. Fifteen years total.
Armed robbery. Burglary. Drug dealing. Assault.
Meth addiction that consumed everything.
He grew up in Portland, Oregon.
His father, Jim Dahl, owned a small bakery called NatureBake. Founded in 1955.
A Seventh-day Adventist family making organic, vegan, whole-grain bread before organic was even a word people used.
Dave started working in the bakery at 9 years old.
He hated it.
By his teens, he was experimenting with marijuana, cocaine, LSD, alcohol.
By his late teens, methamphetamine.
He dropped out of high school in 1980.
In 1987, at 24 years old, Dave was arrested for burglarizing a house.
His first prison sentence.
He got out in 1989.
His brother Glenn offered him a job at the family bakery.
Dave took it. Then quit. Moved to Massachusetts.
Got arrested again. Armed robbery.
More prison.
He got out. Went back to Portland. Got arrested again.
In 1997, five separate arrests across three Oregon counties. All meth-related.
Drug distribution. Property crimes to fund the habit.
He was sent to Snake River Correctional Institution near Ontario, Oregon.
By now, Dave Dahl had spent more of his adult life inside prison walls than outside of them.
Everyone said the same thing.
"He's a career criminal."
"Some people can't be saved."
"He'll die in prison or on the streets."
"Four-time loser. That's who he is."
He didn't listen.
Here's what Dave knew that everyone else missed:
Rock bottom isn't the end. It's the foundation.
At 38 years old, sitting in his cell at Snake River, Dave hit the lowest point of his life.
Suicidal. Trying to figure out a way to end it.
He wrote a request to the prison wardens. Inmates call it a "kite."
He was begging for help.
The prison psychiatrist prescribed antidepressants.
Something shifted.
For the first time in decades, the fog lifted.
Dave started thinking clearly. He picked up a guitar. Started learning faster than he ever had.
He enrolled in a vocational program for computer-aided drafting and design.
He didn't just pass the course.
He excelled so fast that he started teaching it to other inmates.
A man who had been written off as hopeless was now teaching other prisoners how to build something.
So he made a promise to himself.
He was going back to the family bakery.
Not as the screwup brother who needed a favor.
As someone who could actually contribute.
On December 27, 2004, Dave Dahl walked out of prison for the last time.
He was 41 years old.
He had $0. No resume. No reputation.
Just a brother named Glenn who was willing to give him one more chance.
Glenn hired him at $12 an hour.
Dave threw himself into the work.
Seeds. Whole grains. Organic ingredients.
Blue cornmeal crusts. Sunflower seeds. Flax. Pumpkin. Sesame.
He took what he'd learned in drafting class — precision, patience, iteration — and applied it to bread recipes.
Experimented obsessively.
He created loaves so packed with seeds they looked like they'd been rolled through a bird feeder.
He worked 100-hour weeks.
But here's the part nobody talks about.
NatureBake was a small operation.
A family bakery that had been around since 1955 but had never broken out.
Dave wasn't inheriting a goldmine.
He was inheriting a survival business in a commodity industry where Wonder Bread, Nature's Own, Sara Lee, and Pepperidge Farm dominated every shelf in every store from Safeway to Albertsons.
His brother Glenn was skeptical.
The sales manager, Richard Shymanski, who'd been with the company for decades, pushed back.
Dave wanted full production shifts dedicated to his new breads.
He wanted shelf space taken from the existing product line.
A convicted felon with zero business experience demanding that a 50-year-old bakery bet its future on his weird seed bread.
Nobody thought it would work.
Dave didn't care.
In August 2005, he brought his first four bread varieties to the Portland Farmers Market Summer Loaves Festival.
Blues Bread, rolled in organic blue cornmeal.
Good Seed, packed with flax and sunflower seeds.
Rockin' Rye.
And the original Killer Bread.
They sold out.
That's when everything changed.
Local Portland grocers started calling. They wanted to carry the bread.
Fred Meyer, the biggest grocery chain in the Pacific Northwest, said no.
Dave kept pushing.
A year later, Fred Meyer reversed course and put Dave's Killer Bread on their shelves.
By 2009, Costco picked up the brand along the I-5 corridor from Seattle to Sacramento.
By 2010, 30 employees became 190.
New Seasons Market, Whole Foods, and independent grocers across the Pacific Northwest couldn't keep it on the shelves.
By 2012, 280 employees.
Annual sales exploded from $3 million to $53 million.
But Dave wasn't done.
He did something his own marketing team told him was insane.
He put his criminal record on the packaging.
Right on the bread bag.
A cartoon of himself with long hair and a mustache, playing guitar.
And on the back, his story: "I was a four-time loser before I realized I was in the wrong game."
The marketing team tried to stop him.
Dave fired them.
He refused to hide.
Every loaf carried the story of a man who'd been in prison four times and found something worth building.
Consumers didn't just accept it.
They loved it.
The "BreadHead Nation" grew to over 100,000 passionate followers.
Then he did something else that changed the industry.
He started hiring ex-convicts.
Not as a PR stunt.
As a core business practice.
One-third of the company's 300 employees had criminal records.
Dave knew what it felt like to come out of prison with nothing.
No one willing to give you a shot.
He gave them shots.
In December 2012, New York private equity firm Goode Partners purchased a 50% stake.
They brought in CEO John Tucker to expand nationally.
Sales increased 130%.
Distribution expanded from 11 states to all 50.
Inc. Magazine named Dave's Killer Bread one of the 5,000 fastest-growing companies in America.
By 2015, annual revenue hit $160 million to $170 million.
A 32% compound growth rate over three years.
Retail sales up 168% in three years.
Dave's Killer Bread had become the number one organic bread in America.
In August 2015, Flowers Foods — one of the largest bakery companies in the United States, with $3.75 billion in annual sales — acquired Dave's Killer Bread for $275 million in cash.
Dave Dahl, the four-time convicted felon who'd been suicidal in a prison cell a decade earlier, walked away a multimillionaire.
Today, Dave's Killer Bread sells over 30 product varieties in every major grocery chain in the country.
Costco. Whole Foods. Kroger. Safeway. Walmart. Target.
Every loaf USDA Certified Organic and Non-GMO Project Verified.
It remains the best-selling organic bread in America.
The company's Second Chance Employment program has helped thousands of formerly incarcerated people find work.
All because a 42-year-old ex-con who spent 15 years in prison refused to let his worst chapter be his last chapter.
He turned a meth addiction into a bread empire.
He turned a $12-an-hour bakery job into a $275 million acquisition.
He turned a criminal record into a brand story that made people believe in second chances.
He proved that your past doesn't get to decide your future.
Someone else already did.
What are YOU using as an excuse not to start?
What mistake from your past are you letting define your future?
What second chance are you too afraid to take?
Dave Dahl was a meth addict for two decades.
He was imprisoned four times.
He was suicidal at 38.
He was hired at $12 an hour at age 41.
He brought bread to a farmers market at 42.
He built the number one organic bread brand in America.
His company sold for $275 million.
Because he understood something most people don't.
Your worst chapter doesn't have to be your final chapter.
The thing that broke you can be the thing that builds you.
The people who've been through the most are often the ones willing to work the hardest.
Stop letting your past hold you hostage.
Start thinking like Dave Dahl.
Show up anyway. Build something anyway. Bet on yourself even when nobody else will.
And never let anyone tell you that your worst years disqualify you from your best ones.
Sometimes the most powerful brands are built by the most unlikely people.
Sometimes the greatest comebacks start in the places nobody would ever think to look.
Because when you've already lost everything, you've got nothing left to protect and everything left to prove.
Don't quit.