Professional Certificate in Auction Data Transformation with R
-- ViewingNowThe Professional Certificate in Auction Data Transformation with R is a comprehensive course that equips learners with essential skills for transforming and analyzing auction data using the R programming language. This course is crucial in today's data-driven economy, where there is a high demand for professionals who can extract insights from complex datasets.
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โข Data Wrangling with R: An essential unit focusing on data manipulation using R packages like dplyr and tidyr. This unit will cover concepts like data tidying, filtering, sorting, summarizing, and reshaping.
โข Data Transformation using R: This unit will focus on transforming data using R packages like stringr, lubridate, and zoo for date/time manipulation. It will also cover data aggregation and disaggregation, missing value imputation, and data transformation for machine learning.
โข Data Visualization with R: This unit will focus on data visualization using R packages like ggplot2 and plotly. It will cover creating different types of plots, including line charts, bar charts, scatter plots, and histograms, and customizing them using R.
โข Auction Data Preparation with R: This unit will focus on preparing auction data for analysis using R packages like Auction and tibble. It will cover data cleaning, validation, and transformation specific to auction data.
โข Auction Data Transformation Techniques: This unit will cover advanced data transformation techniques like feature engineering, scaling, and normalization specific to auction data.
โข Machine Learning with R: This unit will cover machine learning techniques using R packages like caret and mlr. It will cover regression, classification, and clustering techniques for auction data analysis.
โข Exploratory Data Analysis with R: This unit will cover exploratory data analysis using R packages like ggplot2, dplyr, and tidyr. It will cover data visualization, data summarization, and statistical analysis.
โข Data Transformation Pipelines with R: This unit will cover creating data transformation pipelines using R packages like magrittr and pipeR. It will cover creating efficient and reusable data transformation workflows.
โข Auction Data Transformation Case Studies: This unit will cover real-life case studies on auction data transformation using R. It will cover practical applications of data transformation techniques in auction data analysis.
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