0
ISBN
9781119857990
Genre
Algemeen
Verschenen
07-10-2022
Bindwijze
Ebook EPUB
Taal
Engels
Uitgever
Wiley
Auteur(s)
Kolla Bhanu Prakash
Data Science Handbook
A Practical Approach
Kolla Bhanu Prakash
In winkelmandje
Leesfragment
€134,99
DATA
SCIENCE
HANDBOOKThis
desk
reference
handbook
gives
a
hands-on
experience
on
various
algorithms
and
popular
techniques
used
in
real-time
in
data
science
to
all
researchers
working
in
various
domains.Data
Science
is
one
of
the
leading
research-driven
areas
in
the
modern
era.
It
is
having
a
critical
role
in
healthcare,
engineering,
education,
mechatronics,
and
medical
robotics.
Building
models
and
working
with
data
is
not
value-neutral.
We
choose
the
problems
with
which
we
work,
make
assumptions
in
these
models,
and
decide
on
metrics
and
algorithms
for
the
problems.
The
data
scientist
identifies
the
problem
which
can
be
solved
with
data
and
expert
tools
of
modeling
and
coding.The
book
starts
with
introductory
concepts
in
data
science
like
data
munging,
data
preparation,
and
transforming
data.
Chapter
2
discusses
data
visualization,
drawing
various
plots
and
histograms.
Chapter
3
covers
mathematics
and
statistics
for
data
science.
Chapter
4
mainly
focuses
on
machine
learning
algorithms
in
data
science.
Chapter
5
comprises
of
outlier
analysis
and
DBSCAN
algorithm.
Chapter
6
focuses
on
clustering.
Chapter
7
discusses
network
analysis.
Chapter
8
mainly
focuses
on
regression
and
naive-bayes
classifier.
Chapter
9
covers
web-based
data
visualizations
with
Plotly.
Chapter
10
discusses
web
scraping.The
book
concludes
with
a
section
discussing
19
projects
on
various
subjects
in
data
science.AudienceThe
handbook
will
be
used
by
graduate
students
up
to
research
scholars
in
computer
science
and
electrical
engineering
as
well
as
industry
professionals
in
a
range
of
industries
such
as healthcare.
<
1 of 236
>
pro-mbooks3 : libris
