├── LICENSE.md ├── README.md ├── Week 1 Introduction to Statistics and Probability ├── 1.1 Introduction to Statistics and Probability.rtf ├── 1.2 What is Probability Theory.rtf ├── 1.3 What is Statistics.rtf ├── 1.4 A Puzzle.rtf ├── 1.5 A poster.rtf ├── 1.5 History of Probability and Statistics.rtf ├── 1.5 asset-v1_UCSanDiegoX+DSE210x+3T2017+type@asset+block@Histor.pdf ├── 1.7 Week1-IntroMotivation.zip ├── 1.8 HW_1 Py_3.6.ipynb ├── 1.8 HW_1.ipynb ├── 1.9 Programming Assignment.pdf ├── Install Software.docx ├── Install Software.pdf ├── Quiz 1.pdf ├── Week1-IntroMotivation │ ├── 1.What-is-Probability.ipynb │ ├── 2.What-is-Statistics_.ipynb │ ├── 3.Long-term-frequencies.ipynb │ ├── 4.The-Three-card-Puzzle.ipynb │ └── images │ │ ├── AB.png │ │ ├── Hitting.png │ │ └── Scorecard.jpg └── asset-v1_UCSanDiegoX+DSE210x+3T2017+type@asset+block@Week_1_sid.pdf ├── Week 10 Confidence Intervals and Hypothesis Testing ├── 1.1. Confidence Interval on Mean Part 1.rtf ├── 1.2. Confidence Interval on Mean Part 2.rtf ├── 2. Sigma Unknown.rtf ├── 2.1. Sigma Unknown Example.rtf ├── 3 Hypothesis Testing.rtf ├── 4. Hypothesis Testing - p-Values.rtf ├── 5. Tea Testing.rtf ├── 6. Hypothesis Testing - Z and T Tests.rtf ├── Expectation_variance_and_covariance.ipynb ├── HW_10.ipynb ├── Problem Set 10.pdf ├── Programming Assignment.pdf ├── Week_10_Part_1.pdf ├── Week_10_Part_2.pdf ├── Week_10_Part_3.pdf ├── Week_10_Part_4.pdf └── Week_10_Part_5.pdf ├── Week 2 Sets ├── 1 Week_2.pdf ├── 2.1 Notation Elements, sets, and membership.rtf ├── 2.2 Basic Sets Some simple sets.rtf ├── 2.3 Venn Diagrams Visualizing Sets.rtf ├── 2.4 Relations Complement, Intersection, Union.rtf ├── 2.5 Operations Set Operations.rtf ├── 2.6 Cartesian Products Tuples and products.rtf ├── 2.7 Russell's Paradox Russell's Paradox.rtf ├── 2_sets_hw.ipynb ├── Polls _ 2.11 Discussion Section _ DSE210x Courseware _ edX.html ├── Problem Set 2 _ 2.9 Problem Sets _ DSE210x Courseware _ edX.html ├── Problem Set 2.pdf ├── Programming Assignment _ 2.10 Programming Assignment _ DSE210x Courseware _ edX.html ├── Programming Assignment.pdf ├── Quiz 2 _ 2.8 Comprehension Quiz _ DSE210x Courseware _ edX.html ├── Quiz 2.pdf └── Sets.ipynb ├── Week 3 Counting and Combinatorics ├── 1 Sets.rtf ├── 10 Combinations.rtf ├── 11 Binomial Coefficient.rtf ├── 12 Properties of Binomial Coefficient.rtf ├── 13 Pascal.rtf ├── 14 Multinomial Coefficients.rtf ├── 15 Beyond Combinatorics.rtf ├── 2 Disjoint Union.rtf ├── 3 Products.rtf ├── 4 Mix It Up.rtf ├── 5 Counting Cartesian Powers.rtf ├── 6 Counting Variations.rtf ├── 7 Counting Trees.rtf ├── 8 Permutations.rtf ├── 9 Partial Permutations.rtf ├── Problem Set 3 _ 3.17 Problem Sets _ DSE210x Courseware _ edX.html ├── Programming Assignment _ 3.18 Programming Assignment _ DSE210x Courseware _ edX.html ├── Quiz 3 _ 3.16 Comprehension Quiz _ DSE210x Courseware _ edX.html ├── Week_3_Part_1.pdf ├── Week_3_Part_2.pdf └── week3.zip ├── Week 4 Probability and Conditioning ├── 1 Distribution Types.rtf ├── 10 Sequences.rtf ├── 11 Total Probability.rtf ├── 12 Bayes' Rule.rtf ├── 2 Distribution Types.rtf ├── 3 Events.rtf ├── 3_Counting.ipynb ├── 4 Repeated Experiments.rtf ├── 4_Permutations_and_Combinations.ipynb ├── 6 Axioms.rtf ├── 7 Inequalities.rtf ├── 8 Conditional Probability.rtf ├── 9 Independence.rtf ├── HW_4.ipynb ├── Problem Set 4 _ 4.14 Problem Sets _ DSE210x Courseware _ edX.html ├── Programming Assignment _ 4.15 Programming Assignment _ DSE210x Courseware _ edX.html ├── Quiz 4 _ 4.13 Comprehension Quiz _ DSE210x Courseware _ edX.html ├── Week_4_Part_1.pdf └── Week_4_Part_2.pdf ├── Week 5 Random Variables, Expectation, and Variance ├── 1 Random Variables.rtf ├── 2 Cumulative Distribution Function.rtf ├── 3 Expectation.rtf ├── 4 Variable Modification.rtf ├── 5 Expectation of Functions.rtf ├── 5_Probability.ipynb ├── 6 Variance.rtf ├── 7 Two Variables.rtf ├── 8 Linearity of Expectations.rtf ├── 9 Covariance.rtf ├── Problem Set 5 _ 5.11 Problem Sets _ DSE210x Courseware _ edX.html ├── Programming Assignment _ 5.12 Programming Assignment _ DSE210x Courseware _ edX.html ├── Quiz 5 _ 5.10 Comprehension Quiz _ DSE210x Courseware _ edX.html ├── Week_5_Part_1.pdf ├── Week_5_Part_2.pdf └── dice_HW.ipynb ├── Week 6 Discrete and Continuous Distribution ├── 1 Distribution Families.rtf ├── 10 Exponential Distribution.rtf ├── 11 Normal Distribution.rtf ├── 12 Gaussian Probability.rtf ├── 2 Bernoulli.rtf ├── 3 Binomial Distribution.rtf ├── 4 Poisson.rtf ├── 5 Geometric.rtf ├── 6 Examples.rtf ├── 6_conditional_probability_hw.ipynb ├── 7 Continuous Distributions.rtf ├── 8 Functions of Random Variables.rtf ├── 9 Uniform Distribution.rtf ├── Problem Set 6 _ 6.12 Problem Sets _ DSE210x Courseware _ edX.html ├── Problem Set 6 _ 6.12 Problem Sets _ DSE210x Courseware _ edX.pdf ├── Programming Assignment _ 6.13 Programming Assignment _ DSE210x Courseware _ edX.html ├── Programming Assignment _ 6.13 Programming Assignment _ DSE210x Courseware _ edX.pdf ├── Quiz 6 _ 6.11 Comprehension Quiz _ DSE210x Courseware _ edX.html ├── Quiz 6 _ 6.11 Comprehension Quiz _ DSE210x Courseware _ edX.pdf ├── Week6_Continuous_Probability.ipynb ├── Week6_Discrete_Probability.ipynb ├── Week_6_Part_1.pdf ├── Week_6_Part_2.pdf ├── Week_6_Part_3.pdf └── Week_6_Part_4.pdf ├── Week 7 Inequalities and Limit Theorems ├── 1 Markov's Inequality.rtf ├── 10_inequalities.ipynb ├── 2 Chebyshev's Inequality.rtf ├── 3 Weak Law of Large Numbers.rtf ├── 4 Moment Generating.rtf ├── 5 Chernoff.rtf ├── 6 Theorem.rtf ├── 7 Proof.rtf ├── Expectation_variance_and_covariance.ipynb ├── Problem Set 7 _ 7.9 Problem Sets _ DSE210x Courseware _ edX.html ├── Problem Set 7 _ 7.9 Problem Sets _ DSE210x Courseware _ edX.pdf ├── Programming Assignment _ 7.10 Programming Assignment _ DSE210x Courseware _ edX.html ├── Programming Assignment _ 7.10 Programming Assignment _ DSE210x Courseware _ edX.pdf ├── Quiz 7 _ 7.8 Comprehension Quiz _ DSE210x Courseware _ edX.html ├── Quiz 7.pdf └── inequalities_HW.ipynb ├── Week 8 Statistics and Parameter Estimation ├── 1. Stats.rtf ├── 11_Statistics_lecture_notebook_.ipynb ├── 2. Mean and Variance.rtf ├── 4. Unbiased Estimation.rtf ├── 5. Standard Deviation.rtf ├── HW_8.ipynb ├── Problem Set 8.pdf ├── Programming Assignment 8.pdf ├── Quiz 8.pdf ├── Week_8_Part_1.pdf └── Week_8_Part_2.pdf └── Week 9 Regression and PCA ├── 1. Review of Linear Algebra.rtf ├── 2. Matrices Notations and Operations.rtf ├── 3. Solving a System of Linear Equations.rtf ├── 4. Linear Regression.rtf ├── 5. Polynomial Regression.rtf ├── 6. Regression Towards the Mean.rtf ├── 7. 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