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analysisofcourseevaluations

This is a sample analysis of a course evaluation presented as supplementary course files (instructional materials) for the BBT4206: Business Intelligence II course using R.

bbt3104-lab6of6-queryoptimization

Instructional materials (course files) for the BBT3104 course (Advanced Database Systems) and the MIT8107 course (Advanced Database Systems). Topic: Query Optimization. Based on the IMDb dataset using PostgreSQL and the Join Order Benchmark (JOB).

bbt3104-lab6of6-queryoptimization-archived

Exported to https://github.com/course-files/BBT3104-Lab6of6-QueryOptimization for better control of the repository (as opposed to working on a forked repository).

bbt4206-php-lab15of15-consumeplumberapioutput

Instructional materials (course files) for the BBT4206 course (Business Intelligence II) using PHP. Topic: Consume Plumber API Output.

bbt4206-r-lab10of15-ensemblemethods

Instructional materials (course files) for the BBT4206 course (Business Intelligence II) using R. Topic: Ensemble Methods.

bbt4206-r-lab11of15-savingthemodel

Instructional materials (course files) for the BBT4206 course (Business Intelligence II) using R. Topic: Saving the Model.

bbt4206-r-lab12of15-plumberapi

Instructional materials (course files) for the BBT4206 course (Business Intelligence II) using R. Topic: Plumber API.

bbt4206-r-lab13of15-runplumberapi

Instructional materials (course files) for the BBT4206 course (Business Intelligence II) using R. Topic: Run Plumber API.

bbt4206-r-lab14of15-consumeplumberapioutput

Instructional materials (course files) for the BBT4206 course (Business Intelligence II) using R. Topic: Consume Plumber API Output.

bbt4206-r-lab1of15-loadingdatasets

Instructional materials (course files) for the BBT4206 course (Business Intelligence II) using R. Topic: Loading Datasets.

bbt4206-r-lab2a-of15-exploratorydataanalysisforquantitativedata

Instructional materials (course files) for the BBT4206 course (Business Intelligence II) using R. Topic: Exploratory (and Explanatory) Data Analysis (EDA).

bbt4206-r-lab2b-of15-exploratorydataanalysisforqualitativedata

Instructional materials (course files) for the BBT4206 course (Business Intelligence II) using R. Topic: Exploratory (and Explanatory) Data Analysis (EDA) for Qualitative Data.

bbt4206-r-lab2c-of15-sentimentanalysis

Instructional materials (course files) for the BBT4206 course (Business Intelligence II) using R. Topic: Sentiment Analysis.

bbt4206-r-lab3of15-dataimputation

Instructional materials (course files) for the BBT4206 course (Business Intelligence II) using R. Topic: Data Imputation.

bbt4206-r-lab4of15-exposingthestructureofdatausingdatatransforms

Instructional materials (course files) for the BBT4206 course (Business Intelligence II) using R. Topic: Data Transformation.

bbt4206-r-lab5of15-resamplingmethods

Instructional materials (course files) for the BBT4206 course (Business Intelligence II) using R. Topic: Resampling Methods.

bbt4206-r-lab6of15-evaluationmetrics

Instructional materials (course files) for the BBT4206 course (Business Intelligence II) using R. Topic: Evaluation Metrics.

bbt4206-r-lab7of15-algorithmselection

Instructional materials (course files) for the BBT4206 course (Business Intelligence II) using R. Topic: Algorithm Selection.

bbt4206-r-lab8of15-modelperformancecomparison

Instructional materials (course files) for the BBT4206 course (Business Intelligence II) using R. Topic: Model Performance Comparison

bbt4206-r-lab9of15-hyperparametertuning

Instructional materials (course files) for the BBT4206 course (Business Intelligence II) using R. Topic: Hyperparameter Tuning.

bbt4206-shell-lab19-dataengineering

Instructional materials (course files) for both the BBT4206 course (Business Intelligence II) and the MIT8107 course (Advanced Database Systems) using Shell. Topic: Data Engineering.

me555-design-optimization-for-welfare-economics

A project used to learn about design optimization. Taught as a graduate level (master's/PhD) course in Mechanical Engineering at the University of Michigan.

mit8107-docker-lab5-dataengineering

Instructional materials (course files) for both the MIT8107 course (Advanced Database Systems) and the BBT4206 course (Business Intelligence II) using Docker. Topic: Data Engineering.

mit8107-shell-lab3-distributeddatabases

mit8107-sql-lab2-transactionstriggersandcheckconstraints

Instructional materials (course files) for the MIT8107 course (Advanced Database Systems) using SQL. Topic: triggers and check constraints.