notes

commit 16fd59d0b85a168e7b9b8db1ae3f5e9b2b350904
parent aaec51f0cf51162ebf66c10c1638ca49a6a5d521
Author: Andrew <andrewlaack1@gmail.com>
Date:   Fri, 30 Aug 2024 05:38:48 -0500

Took notes from yesterday's stats

Diffstat:
A
ConditionalProbability.md
 | 
10
++++++++++
A
IndependentEvents.md
 | 
10
++++++++++
M
MachineLearning.md
 | 
1
+
M
StatisticsAndProbability.md
 | 
5
++---

4 files changed, 23 insertions(+), 3 deletions(-)
diff --git a/ConditionalProbability.md b/ConditionalProbability.md
@@ -0,0 +1,10 @@
+:stats: :prob:
+# Conditional Probability
+
+Ch 1.4
+
+## Notes
+
+**Definition:** Conditional probability is the probability of a given event assuming another event has already occurred.
+
+P(A|B) = Probability of the event A given the event B occurred.
diff --git a/IndependentEvents.md b/IndependentEvents.md
@@ -0,0 +1,10 @@
+:prob: :stats:
+# Independent Events
+
+Ch 1.4
+
+## Notes
+
+**Definition:** Independent events are events such that the conditional probability is equivalent to the unconditioned probability of the given event.
+
+P(A|B) = P(A) and P(B | A) = P(B).
diff --git a/MachineLearning.md b/MachineLearning.md
@@ -57,6 +57,7 @@ Ch 2.2
 	- FreeVariables
 	- ReducedRowEchelonForm
 	- GaussianElimination
+	- MinusOneTrick
 
 ML Categories:
 
diff --git a/StatisticsAndProbability.md b/StatisticsAndProbability.md
@@ -34,9 +34,8 @@ Chapter 1.3:
 	- [MultinomialCoefficient](MultinomialCoefficient.md)
 
 Chapter 1.4:
-	- Conditional Probability
-	- independent events
-	- 
+	- [ConditionalProbability](ConditionalProbability.md)
+	- [IndependentEvents](IndependentEvents.md)
 
 ---