nhaliday + roadmap   30

Ask HN: Getting into NLP in 2018? | Hacker News
syllogism (spaCy author):
I think it's probably a bad strategy to try to be the "NLP guy" to potential employers. You'd do much better off being a software engineer on a project with people with ML or NLP expertise.

NLP projects fail a lot. If you line up a job as a company's first NLP person, you'll probably be setting yourself up for failure. You'll get handed an idea that can't work, you won't know enough about how to push back to change it into something that might, etc. After the project fails, you might get a chance to fail at a second one, but maybe not a third. This isn't a great way to move into any new field.

I think a cunning plan would be to angle to be the person who "productionises" models.
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Basically, don't just work on having more powerful solutions. Make sure you've tried hard to have easier problems as well --- that part tends to be higher leverage.

https://news.ycombinator.com/item?id=14008752
https://news.ycombinator.com/item?id=12916498
https://algorithmia.com/blog/introduction-natural-language-processing-nlp
hn  q-n-a  discussion  tech  programming  machine-learning  nlp  strategy  career  planning  human-capital  init  advice  books  recommendations  course  unit  links  automation  project  examples  applications  multi  mooc  lectures  video  data-science  org:com  roadmap  summary  error  applicability-prereqs  ends-means  telos-atelos  cost-benefit 
4 weeks ago by nhaliday
Ask HN: Learning modern web design and CSS | Hacker News
Ask HN: Best way to learn HTML and CSS for web design?: https://news.ycombinator.com/item?id=11048409
Ask HN: How to learn design as a hacker?: https://news.ycombinator.com/item?id=8182084

Ask HN: How to learn front-end beyond the basics?: https://news.ycombinator.com/item?id=19468043
Ask HN: What is the best JavaScript stack for a beginner to learn?: https://news.ycombinator.com/item?id=8780385
Free resources for learning full-stack web development: https://news.ycombinator.com/item?id=13890114

Ask HN: What is essential reading for learning modern web development?: https://news.ycombinator.com/item?id=14888251
Ask HN: A Syllabus for Modern Web Development?: https://news.ycombinator.com/item?id=2184645

Ask HN: Modern day web development for someone who last did it 15 years ago: https://news.ycombinator.com/item?id=20656411
hn  discussion  design  form-design  frontend  web  tutorial  links  recommendations  init  pareto  efficiency  minimum-viable  move-fast-(and-break-things)  advice  roadmap  multi  hacker  games  puzzles  learning  guide  dynamic  retention  DSL  working-stiff  q-n-a  javascript  frameworks  ecosystem  libraries  client-server  hci  ux  books  chart 
8 weeks ago by nhaliday
A VERY BRIEF REVIEW OF MEASURE THEORY
A brief philosophical discussion:
Measure theory, as much as any branch of mathematics, is an area where it is important to be acquainted with the basic notions and statements, but not desperately important to be acquainted with the detailed proofs, which are often rather unilluminating. One should always have in a mind a place where one could go and look if one ever did need to understand a proof: for me, that place is Rudin’s Real and Complex Analysis (Rudin’s “red book”).
gowers  pdf  math  math.CA  math.FA  philosophy  measure  exposition  synthesis  big-picture  hi-order-bits  ergodic  ground-up  summary  roadmap  mathtariat  proofs  nibble  unit  integral  zooming  p:whenever 
february 2017 by nhaliday

bundles : initmeta

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