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Derivatives Notes

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Summary based on coursework in the Engineering Maths 115 course at Stellenbosch University. Used for Tutoring Purposes on Teachme2.

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  • June 14, 2021
  • 14
  • 2020/2021
  • Other
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Differential Calculus
-




¥;
y y=mxtc
y




BY





.
¥ "
.




.
x
x i
x




slope =AI=m ^ "
*
Average slope
of change)
* Instantaneous

change
rate of

( race
¥
Derivative
Notation
-
order I order 2
-
order n



¥7
-
-


hiebniz / Differential Notation : It
"
dxz DX



f
" '
Gc ) f
'
Notation Cx )
"

f Gc )
Lagrange
:




notations
"

Other Ej :
or
y ij
' '
N IA
or y
T A
more more
Common common
in
Physics in math

Higher order derivatives


I¥z=¥G¥I
f
"


G) =
¥ Cfkx ))
fi G)
"
# I f
" '
Cx) ]
Intuitively
-
'


=




-




¥m¥m
on ← dependent SGD


← independent Cx )


* hess * Steeper
steep
slope Slope

, fed
Differentiability

ta
-
.


* If a function 's derivative particular
exists at a
point ,




then it is differentiable that * fcx ) is differentiable
at
point @ sea




Definition of derivative → Derivatives from first
-

principles






# i÷÷
fcx )

f Cx) -
fca ) Ag
Has -
-
Esa ⇒ .




r i
a K


This gap approaches
x
Z er as




② approaches a



f- Cath ) Ha ) Aye
tin
-


' -
ax
f (a) =

h⇒o
h


f Cath ) . - - - - - .




a ath
. X

in
h

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