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Data analysis and data engineering

Data analysis and data engineering: tables of data, cleaning, summary statistics, choosing a chart, pipelines, warehouses and streams.

6 lessons270 min lesson

The lessons

Each lesson is free to read in full. Create a free account to run its commands in a live lab and to sit its quizzes and tasks.

  1. 1

    Rows of data in Python

    I can read and filter rows of data in Python.

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  2. 2

    Finding and fixing bad values

    I can find and fix missing and wrong values in a table of data.

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  3. 3

    Mean, median and range

    I can work out the mean, the median and the range of a list of numbers.

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  4. 4

    Choosing the right chart

    I can choose the right chart for a question about data.

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  5. 5

    From source to report: pipelines

    I can describe how data moves from its source to a report.

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  6. 6

    Batch or live data: warehouses and streams

    I can say when data goes to a warehouse and when it streams.

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