Technical requirementsWhat is ETL, and why should you care?Data pipelinesWhat is Singer?Summarizing data and EDAPrimer on descriptive statisticsPercentiles, quantiles, and distributionsMeasures of central tendencyMeasures of variabilityDealing with common data issuesBill Gates walks into a barMissing values and data imputationDigging deeper into variable transformationsData standardization or scalingPower transformationsSummaryFurther reading