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Math
Derivations
Proof for 3d contradiction (Quaternions)
Proof for Area under Gaussian distribution
Proof for Dot Product
Proof for Euler's Identity using Maclaurin Series
Proof for Euler's Identity using ODEs
Proof for Symmetries in Trigo Identities
Misc
Density Functions
Rationale Behind MSE for optimisation
Regression using Linear Algebra (for univariate inputs)
Algebra
Calculus
Combinations and Permutations
Complex Numbers
Distributions
Group Theory
Lambda Calculus (Logic)
Linear Algebra
Mathematics
Notation
Probability
Quaternions
Sequences and Series
Statistics
Topology
Trigonometry
Proof for Dot Product
Let AB, be a vector from A to B. Based on the cos rule.
Cos Rule
A
B
→
=
O
B
→
−
O
A
→
|
A
B
|
2
=
|
O
A
|
2
+
|
O
B
|
2
−
2
|
O
A
|
|
O
B
|
cos
θ
Let
O
A
=
A
and
O
B
=
B
.
|
A
|
|
B
|
cos
θ
=
1
2
(
|
A
|
2
+
|
B
|
2
−
|
B
−
A
|
2
)
=
1
2
(
∑
n
=
1
(
a
n
2
+
b
n
2
)
−
∑
n
=
1
(
b
n
−
a
n
)
2
)
=
1
2
(
∑
n
=
1
(
a
n
2
+
b
n
2
)
−
∑
n
=
1
(
b
n
2
−
2
a
n
b
n
+
a
n
2
)
)
=
∑
n
=
1
a
n
b
n
Thus
A
⋅
B
=
∑
n
=
1
a
n
b
n