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Time Series Analysis
course content

Kursinnhold

Time Series Analysis

Time Series Analysis

1. Time Series: Let's Start
IntroductionPractical ExamplesModel TypesImplementation in PythonVisualization
2. Time Series Processing
Reading and Visualizing DataStationarityAutocorrelationDecomposition
3. Time Series Visualization
Simple Time SeriesCustomize Your PlotChallenge
4. Stationary Models
Examples of Stationary Time SeriesSimple Moving AverageAutoregressionAutoregressive-Integrated-Moving-Average ModelChallenge
5. Non-Stationary Models
Examples of Non-Stationary Time SeriesConvert Non-Stationary Data to StationaryChallenge 1Challenge 2
6. Solve Real Problems
Weather ForecastingStore Demand ForecastFinancial MarketsPredict the Emergence of Repeat CustomersMedicine: EEG Forecasting

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Challenge

Oppgave

Swipe to start coding

You are faced with the task of creating a visualization of the aapl.csv dataset:

  1. Read the dataset. Convert the "Date" column of df to datetime type, and set them as df indexes.
  2. Initialize a line plot for the "Open" column values of the df. Set colormap to "gray".
  3. Add a title to the plot. In this order, it should contain the "Open" column's max and min values.
  4. Add labels on an axis: "Datetime" on the x-axis and "Price" on the y-axis.

Løsning

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Alt var klart?

Hvordan kan vi forbedre det?

Takk for tilbakemeldingene dine!

Seksjon 3. Kapittel 3
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book
Challenge

Oppgave

Swipe to start coding

You are faced with the task of creating a visualization of the aapl.csv dataset:

  1. Read the dataset. Convert the "Date" column of df to datetime type, and set them as df indexes.
  2. Initialize a line plot for the "Open" column values of the df. Set colormap to "gray".
  3. Add a title to the plot. In this order, it should contain the "Open" column's max and min values.
  4. Add labels on an axis: "Datetime" on the x-axis and "Price" on the y-axis.

Løsning

Switch to desktopBytt til skrivebordet for virkelighetspraksisFortsett der du er med et av alternativene nedenfor
Alt var klart?

Hvordan kan vi forbedre det?

Takk for tilbakemeldingene dine!

Seksjon 3. Kapittel 3
Switch to desktopBytt til skrivebordet for virkelighetspraksisFortsett der du er med et av alternativene nedenfor
Vi beklager at noe gikk galt. Hva skjedde?
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