├── .gitignore ├── .gitignore~ ├── 10_Review_ExtraTopics ├── .gitignore ├── 10_MoreTopics_Review.pdf └── README.md ├── 1_Intro_Lecture ├── .gitignore ├── 1_Introduction.pdf ├── Exploring_Data_R.R ├── JitteredHeadCount.csv ├── ProductionHomeworkExample.R ├── R_review.R ├── ScriptHomeworkExample.R ├── medals.txt ├── sample_r_interview_question.R └── weather_retrieval.R ├── 2_Distributions_ConditionalProb ├── .gitignore ├── 2_Distributions_ConditionalProb.pdf ├── ProductionHomeworkExample.R ├── README.md ├── R_Examples_Lecture2.R ├── R_Twitter_Instructions.doc ├── R_review2.R ├── Twitter_Example.R ├── Two_Robots_Meeting_Interview_Question.docx ├── logging_verbosity.R └── monty_hall_example.R ├── 3_Outliers_MissingData_Hypothesis ├── .gitignore ├── 3_Outliers_HypothesisTesting.pdf ├── Farm_Subsidies_Test.R ├── FarmsAcresByState.csv ├── FarmsPerState.csv ├── README.md ├── R_examples_Lecture3.R ├── foia_state_county_codes-1.csv ├── probability_interview_question.R ├── regex │ ├── Regex_Tutorial.pdf │ └── Regex_Tutorial_R.R └── tweet_length_test.R ├── 4_HypothesisTesting_CentralLimit ├── .gitignore ├── 4_HypothesisTesting_CentralLimit.pdf ├── ChicagoDiabetesData.csv ├── Homework_4_Hint.R ├── Probability_R_Question.R ├── README.md ├── R_Examples_Lecture4.R ├── R_programming_interview_question.R ├── SampleSizeEffectOnVar.R └── logging_verbosity.R ├── 5_HypothesisTesting_ConfidenceIntervals ├── .gitignore ├── 5_MoreRegression_GraphAlgorithms.pdf ├── Graph Theory Addendum.docx ├── Graph_Examples.ipynb ├── Python_Intro.ipynb ├── README.md ├── R_Examples_Lecture5.R ├── facebook_edge_list.csv ├── imports-85.data ├── interview_question.R ├── job_progression_network_gephi.csv └── wikipedia_edge_list.csv ├── 6_Regression_FeatureSelection ├── .gitignore ├── 6_MoreRegression_FeatureSelection.pdf ├── HW6_data_start.R ├── R_Examples_Lecture6.R ├── R_logic_programming_question.R ├── communities.data ├── crime_headers.txt ├── imports-85.data └── yoda.png ├── 7_TimeSeries_SpatialStats_Bayes ├── .gitignore ├── 7_TimeSeries_SpatialStats_Bayes.pdf ├── Homework7_hint.R ├── JitteredHeadCount.csv ├── README.md ├── R_Examples_Lecture7.R ├── R_programming_question.R ├── dow_jones_data.csv ├── las_vegas_hourly_weather.csv └── walk470.txt ├── 8_Bayesian_ComputationalStats ├── .gitignore ├── 8_Bayesian_Computational_Stats.pdf ├── AdvertisingPrediction.csv ├── ChicagoDiabetesData.csv ├── ExperimentingWithDates.R ├── R_Examples_Lecture8.R ├── facebook_edge_list.csv └── homework8_start.R ├── 9_NLP ├── .RData ├── .gitignore ├── NLP.pdf ├── README.md ├── R_Examples_Lecture9.R ├── beer_reviews.csv ├── eager_vs_lazy.R ├── email_data.csv ├── prob_interview_question.R └── text_messages.csv ├── GeneticAlgorithms ├── GeneticAlgorithms.pdf └── sampleGA.R ├── PythonStuff ├── Intro_To_Python.pdf └── WebScraping │ ├── .ipynb_checkpoints │ └── Webscrape_Obama_Speeches-checkpoint.ipynb │ ├── WebScraping_With_Python.pdf │ └── Webscrape_Obama_Speeches.ipynb ├── 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