Pandas: First Steps
Kursus
90 Allerede tilmeldte studerendeUdstyr din virksomhed med banebrydende teknologi Data og KI erfaring.
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Der er 3 moduler i dette kursus
In this course, we will explore the basics of Pandas – a powerful Python library for organizing, manipulating and analyzing data. Each concept will be explained through short and clear video lessons, followed by fun and practical microtasks, which are designed to help you understand the syntax and remember how to use different features and functions in Pandas with confidence.- Introduction to PandasForhåndsvisning
- SeriesForhåndsvisning
- Task: Coffee Orders SeriesForhåndsvisning
- Task: Barista's Favorites CoffeesForhåndsvisning
- Accessing Elements from a SeriesForhåndsvisning
- Task: Drink of the HourForhåndsvisning
- Task - Signature DrinksForhåndsvisning
- Task: Mid-Morning SpecialsForhåndsvisning
- Task - Fetching the Mid-Shift DrinksForhåndsvisning
- Operations over SeriesForhåndsvisning
- Task: Modifying a single elementForhåndsvisning
- Task: Modifying the Entire SeriesForhåndsvisning
- Task: Modifying Part of a SeriesForhåndsvisning
- Task: Processing the Restock of InventoryForhåndsvisning
- What is a DataFrame?Forhåndsvisning
- Task: Creating a Table of Popular Coffee DrinksForhåndsvisning
- Task: Tracking Coffee Bean DeliveriesForhåndsvisning
- Task: Weekly Coffee Sales ReportForhåndsvisning
- Adding new ColumnsForhåndsvisning
- Task: Finding Total Sales Per DrinkForhåndsvisning
- Task: Calculating Total Sales RevenueForhåndsvisning
- Adding new RowsForhåndsvisning
- Task: Adding a New Employee to the Café TeamForhåndsvisning
- Task: Adding New Coffee Types to the Café MenuForhåndsvisning
- The `head()` MethodForhåndsvisning
- Task: Preview the Coffee MenuForhåndsvisning
- The `tail()` MethodForhåndsvisning
- Task: Finding the Most Expensive CoffeesForhåndsvisning
- The `sample()` MethodForhåndsvisning
- Task: Randomly Select Customer Orders for Quality CheckForhåndsvisning
- Extracting Multiple ColumnsForhåndsvisning
- Task: Extracting the Total ProfitForhåndsvisning
- Task: Extract Sales Data For AnalysisForhåndsvisning
- The `iloc` PropertyForhåndsvisning
- Task: Access Sales Data at Café Pandasia - Part 1Forhåndsvisning
- Task: Access Sales Data at Café Pandasia - Part 2Forhåndsvisning
- Task: Access Sales Data at Café Pandasia - Part 3Forhåndsvisning
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