JavaScript:

• D3

Python:

For connecting basic ML ideas to scikit-learn implementation

So this is ‘Python’: I’ve misinterpreted Python as CPython’s interpretation

Entreperneur:

• Automatic search context by viewing behaviour? recommend background knowledge?
• stash current job list in chrome ext (since most in chrome tabs?)
• ‘googling’ of pdf words? useful when reading docs
• ‘Behaviour’-based spent time estimator?

Chrome:

• command + option + u to view page source in Mac
• Imitate different network connection speeds

ML:

• Constraint-satisfaction task
• Constraint-satisfaction searches
• Strong constraints (problem domains s.a. games or puzzles)
• Weak constraints (problem domains s.a. finding the most plaussible interpretation of an image) – not ‘all-or-none’ criteria
• Perceptual interpretation task
• Hopfield (weight in representing the correlation of a pair of hypotheses, other things equal), for quick catch-up
• Hopfield – for implemented library n some other insights
• Hopfield Network – you man still need to check the original publication Neural networks and physical systems with emergent collective computationalabilities by J. J. Hopfield in 1982
• Emergent collective computational abilities
• Emergent algorithm – think about ‘fuzzily’ match a sentence to some meaning; think about ‘fuzzily’ match an environment to some finite-dim state
• Delocalized content-addressable memory A general content-addressable memory can retrieve ‘What a good damn’ by sufficient partial info / words such as ‘What damn’; for more advanced ones, it may handle ‘madamn’ like ‘damn’
• Extensive asynchronous parallel processing
• Ising model

Vim:

• Vim plugins for Web Development
• html auto-completion

  cd ~/.vim/bundle
  git clone http://github.com/mattn/emmet-vim.git
  " (Add to vimrc) Plugin 'mattn/emmet-vim'
  

  ctrl-y-,
  

• Open ‘em all in tabs

  vim f1 f2
  :tab all
  

  To iterate the opened tabs

  :tabnext
  

  In each tab, you can definitely split new windows

• Open ‘em all in splited windows I believe that wildcard and some regular expressions should be OK

  args f1 f2 f3 | all
  

Architecture:

• Should IO/Web dominate the highest level of architecture OR should what the product does dominate?
• BCE (boundary controller/interactor entity) model
• And then .com bubbled (BCE was forgotten …); engineers then, sooner or later, forgot BCE
• One of the highest goal: you should be able to test all the business rules without a web server running – more like unit tests
• MVC (not even an architecture) was introduced in the 70s

     View
      ^  ^
     /    \
   Model (accepte View's register & update info to View) with
   BO1 (bussiness object), BO2
   ^ ^-- --------------------^
  / /  /
  Controller (accept inputs, like clicks, push corresponding cmds to Model)
  

• Why would MVC be popular? By Bob, MVC was good; so they used it?!
• Why could MVC be horrible? The complex nested dependencies … Check this
• How about MVP to remove the not-welldefined boundaries? MVP?

  I KNOW WEB            WTF IS WEB? EDIBLE?
                  ||
  Presenter -------> Boundary <- Interactor -> Entities
    |     \       ||                |
    v      \      ||                v
  View data \-----------------> Response
    ^             ||
    |             ||
  View (module)
  

• Pros: we can test Presenter, Interactor, Entities without Web; componets on the LHS always have only inward arrows to the RHS – they behave as plugins!
• Bob: Plug it in!
• Source code control systems, such as Git, actually stores transactions (commits) rather than states
• Database is a detail!
• For any details, we’d like to treat ‘em like plugins!
• Bob: A good architecture is one that allows you to defer decisions (decisions about UI/DB/Frameworks; an awesome architect maximize the number of decisions that could be made later

Tests:

• Challenge: automatic unit/integration/acceptance tests?
• Integration tests: ‘across-entities’ tests, e.g. some function + test DB
• Acceptance tests: app/product-level tests; perhaps Selenium for web app?
• A decent comment, and I quote here, “If you feel it’s not easy to write a unit test, chances are it’s not a unit test at all.”
• TDD: test before implemtation
• BDD: behaviour over implemnetation

Murmur:

• Uncle Bob, Robert C Martin’s talk on Clean Architecture & Design
• Hyper-threading?
• Dreamweaver for quick demo (like ppt)?
• An organization in charging of all web technologies: W3C
• PS?

Songs:

• Fullmetal Alchmist