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HI Hello everyone
today to give us a share
how to engineer transfer algorithm
where engineers what is meant?
Including our front-end development
backend development
for Java developers
, business development
of large data analysis
and even some non-computer origin
such as a medical student in business school, etc.
This problem
is often in the know almost or micro-channel group to see
everyone have this question
that is, it is not the algorithm
how to turn into an algorithm
for this problem I have a say
because I turn twice
myself beginning
Java is a business system development
to do is some of the CRUD some of the things
I later found large data this area is interesting
then himself learned Hive / Spark turn the development of big data
and then later I found
everyone to engage in engage in artificial intelligence algorithm
so I keep learning and trying
now turned into a development system recommendation algorithm
then I I gave you three share experiences and feelings
in order to turn the first algorithm
method is the best internal transfer
we think about
if you change jobs, then turn algorithm
which requires at least two
first require you to have a wealth of practical algorithms before experience
that we certainly do not
Because we now must turn the algorithm
how could have hands-on experience!
The second If you lack experience in actual combat, then
he will ask you a very good school
or that require you to sophisticated algorithms sent a paper
able to push a complex algorithm to achieve by hand
this demand for our project came from people who
is not possible thing
to say if you want to achieve, then switch to turn the algorithm
is really too difficult
but the internal revolution, then the possibility is very large
I can say that any business
contains some non-Internet business it requires algorithm
in many cases
they can be your with the algorithm
with the algorithm not a big difference
but feel good or not is another matter
such as your business
if it comes to buy it
then buy how to enhance the conversion rate
that's algorithm can solve things
if you find current business system algorithm needs
or that you can find and put forward this demand
experience can be accumulated algorithm on the current job
painless transition
this is my first suggestion internal transfer
second suggestion
if you want to switch algorithm
got to advance start to learn the layout and
here I share two words
many times
More often than not you need some skills such as arithmetic
give you the opportunity you go to school
but often you learn this stuff ahead of time
And your business needs skills when
people around the only one who will
then on you
such as myself
I initially became interested in machine learning
, but we do not need this team is the ability to
be a little early to say with all no
but then the technology development needs of our business
and the team there is only one person I would
so I got on the
results of the recommendation algorithm
has become the most important thing I currently do
this is my second proposal
got to ahead of the layout and learn
so that you may have transferred
a third of how learning algorithm
here I gave you three words
first, do not go to the high number of learning mathematics or linear algebra such
as learning to learn too boring
you give up
first two words
even if you look at the actual machine learning book
early you can ignore its derivation formula
because the formula is derived is really too much trouble
you do not understand or will you give up
what you do in fact should first become a reference tone Man
What does it mean is your learning path
since you have to turn the algorithm
then you should
start directly from a machine learning framework
As said spark sklearn tensorflow
or keras pytorch and so
you choose a frame you are interested in
His works achieve proficiency
do not control how the algorithm implementation
you can call this is the first step
to become a reference tone Xia
this time your primary goal is to be able to fall out results
rather than understand the algorithm itself
even now
for my own business
and I know for a lot of business for
you to become a reference tone Xia
enough you accumulate experience in actual combat is the project of
the future do not have to dig deep proficient problem
has its basis it becomes easier!
In fact, your leaders,
he only needs you the results of this algorithm landing
it no matter what the details of the algorithm
which reinforces the algorithm to turn
your first step must be to become a reference tone Xia
concern I see more
how the algorithm works turn experience sharing