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CS109
Lectures
Week 1
1 - Counting
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2 - Permutations and Combinations
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3 - Axioms of Probability
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Week 2
4 - Conditional Probability and Bayes
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5 - Independence
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Week 3
6 - Random Variables I
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7 - Random Variables II
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8 - Continuous Random Variables
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Week 4
9 - The Normal Distribution
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10 - Joint Distributions
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11 - Independent Random Variables
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Week 5
12 - Joint RV Statistics
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13 - Conditional RVs
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14 - Continuous Joint Distributions
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Week 6
15 - More Cont. Joint and CLT
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16 - Sampling/Bootstrapping
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17 - Parameters and MLE
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Week 7
18 - Beta
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19 - Maximum a Posteriori
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20 - Naive Bayes
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Week 8
21 - Grad. Ascent and Lin. Regr.
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22 - Logistic Regression
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Problem Sets
Problem Set 1
Problem Set 2
Problem Set 3
Problem Set 4
Problem Set 5
Problem Set 6
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Section
Section 1
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Section 2
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Section 3
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Section 4
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Section 5
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Section 6
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Section 7
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Section 8
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Standard Normal Table
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Serendipity
Medical Bayes
Galton Board (Binomial)
Jurors
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Dart (Joint)
Beta
Bootstrap
WebMD (Inference)
MLE and Gradient Ascent
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Schedule
Pset 5: The Penultimate
Due: Monday, Aug 3, 1:00PM Pacific Time
This problem set only has 8 problems on it.
Enjoy your week!
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