👂🎴 🕸️
Human
learning
is
a
complex
''
multifaceted
process
that
encompasses
the
acquisition
''
understanding
''
and
application
of
knowledge
and
skills
.
It
involves
various
cognitive
''
emotional
''
and
environmental
interactions
that
lead
to
changes
in
an
individual
'
s
knowledge
''
behaviors
''
and
attitudes
.
Peer
learning
is
an
educational
approach
where
individuals
learn
from
and
with
each
other
.
This
concept
is
rooted
in
the
idea
that
learning
is
a
social
and
collaborative
process
.
Unlike
traditional
teacher
-
student
models
''
peer
learning
involves
individuals
of
similar
status
sharing
knowledge
''
ideas
''
and
experiences
.
Both
participants
in
the
process
can
act
as
both
teacher
and
learner
.
Machine
learning
is
a
subset
of
artificial
intelligence
focused
on
developing
algorithms
that
enable
computers
to
learn
and
make
decisions
from
data
without
being
explicitly
programmed
.
It
involves
training
models
on
large
datasets
''
allowing
them
to
discover
patterns
and
relationships
.
These
models
can
then
make
inferences
''
decisions
or
predictions
or
generate
outputs
consistent
with
and
contingent
on
the
provided
input
even
in
cases
where
no
such
inputs
were
present
during
the
learning
process
.<
br
>
On
the
material
level
''
human
biochemistry
-
based
learning
is
fundamentally
different
from
machine
learning
taking
place
on
silicon
-
based
transistors
.
A
human
-
machine
peer
learning
curriculum
(
i
.
e
.''
a
HMPL
-
C
)
is
a
planned
sequence
of
educational
instructions
i
.
e
.''
a
curriculum
which
involves
:<
br
>
1
.
At
least
one
human
learner
G
''
H
''
I
''
...
which
gradually
develops
her
/
his
/
their
skill
Γ
.<
br
>
2
.
At
least
one
artificial
learner
a
''
b
''
c
''
...
which
gradually
develops
its
/
her
/
his
/
their
skill
σ
.<
br
>
3
.
Activities
by
means
of
which
G
(
resp
.
H
''
I
''
etc
.)
develops
her
/
his
/
their
skill
Γ
''
which
directly
involve
knowledge
and
competence
exhibited
by
a
(
resp
.
b
''
c
''
etc
.).<
br
>
4
.
Activities
by
means
of
which
a
(
resp
.
b
''
c
''
etc
.)
develops
her
/
his
/
their
skill
σ
''
which
directly
involve
knowledge
and
competence
exhibited
by
G
(
resp
.
H
''
I
''
etc
.).<
br
>
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