{"title":"Data Analysis \u0026 Visualization","description":null,"products":[{"product_id":"tableau-visual-analytics-training","title":"Tableau Visual Analytics Training","description":"\u003cdiv\u003e\u003cp\u003eIn this Tableau Visual Analytics course, you will learn to empower your organization by utilizing self-service BI platforms to work with data analytics and gain access to critical business information.\u003c\/p\u003e\u003c\/div\u003e\u003cdiv\u003e\n\u003ch3\u003eTableau Visual Analytics Training Benefits\u003c\/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003eIn this course, you will learn how to:\u003c\/strong\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eCreate interactive visualizations to deliver business insights\u003c\/li\u003e\n\u003cli\u003eExtract business intelligence by adding value to your data\u003c\/li\u003e\n\u003cli\u003eIntegrate data from multiple heterogeneous sources\u003c\/li\u003e\n\u003cli\u003eGenerate Tableau maps for geographical data\u003c\/li\u003e\n\u003cli\u003eShare a story using dashboards to highlight your discoveries\u003c\/li\u003e\n\u003cli\u003eLearn to develop visualizations from data models that use real-time data\u003c\/li\u003e\n\u003cli\u003eBuild and publish interactive dashboards\u003c\/li\u003e\n\u003cli\u003eGain exposure to a broad range of data sources, including big data frameworks\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003ePrerequisites\u003c\/strong\u003e\u003c\/p\u003e\n\u003cp\u003eNone.\u003c\/p\u003e\n\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/div\u003e\u003cdiv\u003e\u003ch3\u003eTableau Visual Analytics Course Outline\u003c\/h3\u003e\u003c\/div\u003e\u003cdiv\u003e\n\u003ch4\u003eModule 1: Getting Started with Tableau\u003c\/h4\u003e\n\u003cp\u003e\u003cstrong\u003eEmploying visual analysis and analytics\u003c\/strong\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eAppreciating the impact of Big Data on visualization\u003c\/li\u003e\n\u003cli\u003eHandling large volumes of data\u003c\/li\u003e\n\u003cli\u003ePresenting visualizations to analysts and business users\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cstrong\u003eExploring Tableau\u003c\/strong\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eUtilizing the Tableau interface components\u003c\/li\u003e\n\u003cli\u003eDistinguishing measures and dimensions\u003c\/li\u003e\n\u003cli\u003eGenerating basic visualizations\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/div\u003e\u003cdiv\u003e\n\u003ch4\u003eModule 2: Data Visualizations for Business Intelligence\u003c\/h4\u003e\n\u003cp\u003e\u003cstrong\u003eAccessing a single data source\u003c\/strong\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eExtracting data from Excel and text files\u003c\/li\u003e\n\u003cli\u003ePulling data from Microsoft Access\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cstrong\u003eWorking with marks and views\u003c\/strong\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eApplying different Views for finding value\u003c\/li\u003e\n\u003cli\u003eCategorizing data with Marks\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cstrong\u003eGraphing data\u003c\/strong\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eConstructing a histogram\u003c\/li\u003e\n\u003cli\u003eFiltering to reduce the volume of data\u003c\/li\u003e\n\u003cli\u003eSorting to impose order\u003c\/li\u003e\n\u003cli\u003eOrganizing data by grouping\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/div\u003e\u003cdiv\u003e\n\u003ch4\u003eModule 3: Loading Data into Tableau\u003c\/h4\u003e\n\u003cp\u003e\u003cstrong\u003eModifying the Tableau data schema \u003c\/strong\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eDeclaring data types\u003c\/li\u003e\n\u003cli\u003eAliasing column headings\u003c\/li\u003e\n\u003cli\u003eResolving issues with the Data Interpreter\u003c\/li\u003e\n\u003cli\u003eContrasting live connections versus extracts\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cstrong\u003eImporting from multiple data sources\u003c\/strong\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eReading Excel and text files\u003c\/li\u003e\n\u003cli\u003eIntegrating a Microsoft Access table\u003c\/li\u003e\n\u003cli\u003eExecuting a database join\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cstrong\u003eConnecting to an enterprise database\u003c\/strong\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eSelecting data from a relational database\u003c\/li\u003e\n\u003cli\u003eConsuming data from a big data framework\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cstrong\u003eCombining data with joins and blends\u003c\/strong\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eJoining heterogeneous tables\u003c\/li\u003e\n\u003cli\u003eIntegrating sources by blending data\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/div\u003e\u003cdiv\u003e\n\u003ch4\u003eModule 4: Building Advanced Visualizations\u003c\/h4\u003e\n\u003cp\u003e\u003cstrong\u003eLeveraging visualization techniques\u003c\/strong\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eGenerating Crosstabs and Pivot Tables\u003c\/li\u003e\n\u003cli\u003eEstablishing hierarchies and drilling down\u003c\/li\u003e\n\u003cli\u003eDefining sets and subsets\u003c\/li\u003e\n\u003cli\u003eDividing the view into pages\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cstrong\u003eApplying parameters\u003c\/strong\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eSlicing a view with filers\u003c\/li\u003e\n\u003cli\u003eSpecifying data with a selector\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cstrong\u003eCharting with advanced features\u003c\/strong\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eReviewing available chart templates\u003c\/li\u003e\n\u003cli\u003eEmploying combination charts\u003c\/li\u003e\n\u003cli\u003eExploiting trends and moving averages\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/div\u003e\u003cdiv\u003e\n\u003ch4\u003eModule 5: Leveraging Table Calculations\u003c\/h4\u003e\n\u003cp\u003e\u003cstrong\u003eCalculated fields\u003c\/strong\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eFormulating a calculation to enhance data\u003c\/li\u003e\n\u003cli\u003eIdentifying calculation types\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cstrong\u003eTable calculations\u003c\/strong\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eImplementing quick table calculations\u003c\/li\u003e\n\u003cli\u003eEditing table calculations for a refined data view\u003c\/li\u003e\n\u003cli\u003eCreating a level of detail calculations\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/div\u003e\u003cdiv\u003e\n\u003ch4\u003eModule 6: Representing Locations with Tableau Maps\u003c\/h4\u003e\n\u003cp\u003e\u003cstrong\u003eMapping geographic data\u003c\/strong\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003ePlotting latitude and longitude\u003c\/li\u003e\n\u003cli\u003eAdding points manually\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cstrong\u003eSurveying map types\u003c\/strong\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eCategorizing with the symbol map and filled map\u003c\/li\u003e\n\u003cli\u003eCustomizing regions with polygon maps\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/div\u003e\u003cdiv\u003e\n\u003ch4\u003eModule 7: Presenting Insights\u003c\/h4\u003e\n\u003cp\u003e\u003cstrong\u003eAuthoring dashboards\u003c\/strong\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eAssembling dashboards from views\u003c\/li\u003e\n\u003cli\u003eLinking the views for interaction\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cstrong\u003eNarrating a story\u003c\/strong\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eIllustrating discoveries with a story\u003c\/li\u003e\n\u003cli\u003eCapturing story points within the dashboards\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/div\u003e\u003cdiv\u003e\n\u003ch4\u003eModule 8: Disseminating Visualizations\u003c\/h4\u003e\n\u003cul\u003e\n\u003cli\u003eSharing your workbook\u003c\/li\u003e\n\u003cli\u003ePublishing to the cloud\u003c\/li\u003e\n\u003cli\u003eDeploying your workbook to Tableau Server\u003c\/li\u003e\n\u003cli\u003eAdministering the server\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/div\u003e","brand":"Learning Tree","offers":[{"title":"267A60US \/ 2026-07-08T09:00:00 \/ Longview","offer_id":47534199931099,"sku":"US-1256-IL","price":2228.0,"currency_code":"USD","in_stock":true},{"title":"269A03CN \/ 2026-09-23T09:00:00 \/ Ottawa","offer_id":47621795905755,"sku":"US-1256-IL","price":2228.0,"currency_code":"USD","in_stock":true},{"title":"26AA79US \/ 2026-10-14T09:00:00 \/ Herndon, VA","offer_id":48216564990171,"sku":"US-1256-IL","price":2228.0,"currency_code":"USD","in_stock":true},{"title":"26BA08CN \/ 2026-11-23T09:00:00 \/ Ottawa","offer_id":48216565022939,"sku":"US-1256-IL","price":2228.0,"currency_code":"USD","in_stock":true},{"title":"271A76US \/ 2027-01-06T09:00:00 \/ Herndon, VA","offer_id":48216565055707,"sku":"US-1256-IL","price":2228.0,"currency_code":"USD","in_stock":true},{"title":"272A04CN \/ 2027-02-17T09:00:00 \/ Ottawa","offer_id":48270695629019,"sku":"US-1256-IL","price":2228.0,"currency_code":"USD","in_stock":true},{"title":"274A50US \/ 2027-04-07T09:00:00 \/ Herndon, VA","offer_id":48570240401627,"sku":"US-1256-IL","price":2228.0,"currency_code":"USD","in_stock":true},{"title":"275A05CN \/ 2027-05-19T09:00:00 \/ Ottawa","offer_id":48783405088987,"sku":"US-1256-IL","price":2228.0,"currency_code":"USD","in_stock":true}]},{"product_id":"data-visualization-with-python-training","title":"Data Visualization with Python Training","description":"\u003cdiv\u003e\u003cp\u003eIn this \u003cstrong\u003eData Visualization with Python\u003c\/strong\u003e Training course, you’ll learn how to use Python’s data visualization libraries, including NumPy, Pandas, Matplotlib, and Seaborn to better understand data analytics.\u003c\/p\u003e\u003c\/div\u003e\u003cdiv\u003e\n\u003ch3\u003eData Visualization with Python Training Benefits\u003c\/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cp\u003eLearn how to use various plot types with Python\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eExplore and work with different libraries for data visualization\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eUnderstand and create effective visualizations\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eImprove your Python data wrangling skills\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eWork with industry-standard tools, including \u003ca href=\"https:\/\/matplotlib.org\/\" title=\"Matplotlib: Visualization with Python\" target=\"_blank\" rel=\"external nofollow noopener\"\u003eMatplotlib\u003c\/a\u003e, Seaborn, and Bokeh\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eLearn different data formats and representations\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eLearn how to use Geoplotlib and \u003ca href=\"https:\/\/bokeh.org\/\" title=\"Bokeh: Visualization with Python\" target=\"_blank\" rel=\"external nofollow noopener\"\u003eBokeh\u003c\/a\u003e\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eContinue learning and face new challenges with after-course one-on-one instructor coaching\u003c\/p\u003e\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/div\u003e\u003cdiv\u003e\u003ch3\u003eData Visualization with Python Training Outline\u003c\/h3\u003e\u003c\/div\u003e\u003cdiv\u003e\n\u003ch4\u003eModule 1: Fundamentals of Python\u003c\/h4\u003e\n\u003cp\u003eIn this module, you will learn about:\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eImportance of Data Visualization\u003c\/li\u003e\n\u003cli\u003eVisualization Using Python\u003c\/li\u003e\n\u003cli\u003eData Cleaning\u003c\/li\u003e\n\u003cli\u003eData Wrangling\u003c\/li\u003e\n\u003cli\u003eTypes of Data\u003c\/li\u003e\n\u003cli\u003eStatistics\u003c\/li\u003e\n\u003cli\u003eProbability\u003c\/li\u003e\n\u003cli\u003eExploratory Data Analysis\u003c\/li\u003e\n\u003cli\u003ePython\u003c\/li\u003e\n\u003cli\u003eJupyter Notebook\u003c\/li\u003e\n\u003cli\u003eGoogle Colab and Kaggle Notebooks\u003c\/li\u003e\n\u003cli\u003eJupyterLab\u003c\/li\u003e\n\u003cli\u003eBasic Python Data Types\u003c\/li\u003e\n\u003cli\u003eFlow Control\u003c\/li\u003e\n\u003cli\u003eSlicing\u003c\/li\u003e\n\u003cli\u003eDefining Functions\u003c\/li\u003e\n\u003cli\u003eLambdas\u003c\/li\u003e\n\u003cli\u003eClasses\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/div\u003e\u003cdiv\u003e\n\u003ch4\u003eModule 2: NumPy and Pandas\u003c\/h4\u003e\n\u003cp\u003eIn this module, you will learn about:\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eNumPy\u003c\/li\u003e\n\u003cli\u003eThe NumPy ndarray Object\u003c\/li\u003e\n\u003cli\u003eSlicing ndarrays\u003c\/li\u003e\n\u003cli\u003eBoolean Indexing\u003c\/li\u003e\n\u003cli\u003eElement-wise Arithmetic\u003c\/li\u003e\n\u003cli\u003eTranspose of a ndarray\u003c\/li\u003e\n\u003cli\u003eDot Products\u003c\/li\u003e\n\u003cli\u003eStacking\u003c\/li\u003e\n\u003cli\u003eSciPy\u003c\/li\u003e\n\u003cli\u003epandas\u003c\/li\u003e\n\u003cli\u003eSeries and DataFrames\u003c\/li\u003e\n\u003cli\u003eLoading and Saving Data With pandas\u003c\/li\u003e\n\u003cli\u003eCreating DataFrames\u003c\/li\u003e\n\u003cli\u003eInspecting Data\u003c\/li\u003e\n\u003cli\u003eSelecting Columns and Rows\u003c\/li\u003e\n\u003cli\u003eThe head() and tail() methods\u003c\/li\u003e\n\u003cli\u003eBasic Plots\u003c\/li\u003e\n\u003cli\u003eDescriptive Statistics From a DataFrame\u003c\/li\u003e\n\u003cli\u003eFiltering, Sorting, and Grouping\u003c\/li\u003e\n\u003cli\u003eReplacing Values and Renaming Columns\u003c\/li\u003e\n\u003cli\u003eJoining and Combining Dataframes\u003c\/li\u003e\n\u003cli\u003eReading Data From Files\u003c\/li\u003e\n\u003cli\u003eReading From a Relational Database\u003c\/li\u003e\n\u003cli\u003eLoading External Data From NoSQL Stores (MongoDB)\u003c\/li\u003e\n\u003cli\u003eSciPy\u003c\/li\u003e\n\u003cli\u003eSci-Kit Learn\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/div\u003e\u003cdiv\u003e\n\u003ch4\u003eModule 3: Visualization with Matplotlib\u003c\/h4\u003e\n\u003cp\u003eIn this module, you will learn about:\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eMatplotlib\u003c\/li\u003e\n\u003cli\u003eArchitecture\u003c\/li\u003e\n\u003cli\u003eThe Figure Object\u003c\/li\u003e\n\u003cli\u003eAxes, Labels, Titles, Legends and Grids\u003c\/li\u003e\n\u003cli\u003eReading Data from Files and Other DataSources\u003c\/li\u003e\n\u003cli\u003eThe pyplot \u003cabbr title=\"Application Programming Interface\"\u003eAPI\u003c\/abbr\u003e\n\u003c\/li\u003e\n\u003cli\u003eThe plot() Method\u003c\/li\u003e\n\u003cli\u003eThe Format String\u003c\/li\u003e\n\u003cli\u003eMarkers and Line Styles\u003c\/li\u003e\n\u003cli\u003ePlotting Labelled Data\u003c\/li\u003e\n\u003cli\u003ePlotting Multiple Graphs on the Same Axes\u003c\/li\u003e\n\u003cli\u003eSaving Figures\u003c\/li\u003e\n\u003cli\u003eLabels and Titles\u003c\/li\u003e\n\u003cli\u003eAnnotations\u003c\/li\u003e\n\u003cli\u003eLegends\u003c\/li\u003e\n\u003cli\u003eLine Chart\u003c\/li\u003e\n\u003cli\u003eArea Chart\u003c\/li\u003e\n\u003cli\u003eStacked Area Chart\u003c\/li\u003e\n\u003cli\u003eScatter Plot\u003c\/li\u003e\n\u003cli\u003eBubble Chart\u003c\/li\u003e\n\u003cli\u003eHeat Map\u003c\/li\u003e\n\u003cli\u003eContour Plot\u003c\/li\u003e\n\u003cli\u003eHistogram\u003c\/li\u003e\n\u003cli\u003eKernel Density Estimate Plot\u003c\/li\u003e\n\u003cli\u003eBox Plots\u003c\/li\u003e\n\u003cli\u003eViolin Plots\u003c\/li\u003e\n\u003cli\u003eBar Plot\u003c\/li\u003e\n\u003cli\u003eGrouped bar or column chart\u003c\/li\u003e\n\u003cli\u003eStacked Bar Plots\u003c\/li\u003e\n\u003cli\u003eError bars\u003c\/li\u003e\n\u003cli\u003eRadar Plots\u003c\/li\u003e\n\u003cli\u003ePie Plots and Donuts\u003c\/li\u003e\n\u003cli\u003eTree Maps\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/div\u003e\u003cdiv\u003e\n\u003ch4\u003eModule 4: Simplifying Visualization with Seaborn\u003c\/h4\u003e\n\u003cp\u003eIn this module, you will learn about: \u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eSeaborn\u003c\/li\u003e\n\u003cli\u003eStyling\u003c\/li\u003e\n\u003cli\u003eScaling and the Plotting Context\u003c\/li\u003e\n\u003cli\u003eOverriding Context Settings with the rc Parameter\u003c\/li\u003e\n\u003cli\u003eThemes\u003c\/li\u003e\n\u003cli\u003eColors in Seaborn\u003c\/li\u003e\n\u003cli\u003eVarying Hue to Distinguish Categories\u003c\/li\u003e\n\u003cli\u003eVary Luminance to Represent Numbers\u003c\/li\u003e\n\u003cli\u003eChoosing a Palette with the color_palette() Function\u003c\/li\u003e\n\u003cli\u003eQualitative Color Palettes\u003c\/li\u003e\n\u003cli\u003eSequential Palettes\u003c\/li\u003e\n\u003cli\u003eDiverging Palettes\u003c\/li\u003e\n\u003cli\u003eHistograms\u003c\/li\u003e\n\u003cli\u003eMultiple Histograms on the Same Axes\u003c\/li\u003e\n\u003cli\u003eKernel Density Plots\u003c\/li\u003e\n\u003cli\u003eBox Plots\u003c\/li\u003e\n\u003cli\u003eViolin Plots\u003c\/li\u003e\n\u003cli\u003eContour Plots\u003c\/li\u003e\n\u003cli\u003eThe FacetGrid\u003c\/li\u003e\n\u003cli\u003eSome Functions that Return a FacetGrid\u003c\/li\u003e\n\u003cli\u003ePair Plots\u003c\/li\u003e\n\u003cli\u003eThe relplot() Function\u003c\/li\u003e\n\u003cli\u003eThe regplot() and implot() Functions\u003c\/li\u003e\n\u003cli\u003eCreating a Regression Plot\u003c\/li\u003e\n\u003cli\u003eVariables That Take Discrete Values\u003c\/li\u003e\n\u003cli\u003eUsing a Representative value\u003c\/li\u003e\n\u003cli\u003eSquarify\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/div\u003e\u003cdiv\u003e\n\u003ch4\u003eModule 5: Plotting geospatial data with Geoplotlib\u003c\/h4\u003e\n\u003cp\u003eIn this module, you will learn about:\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eGeoplotlib\u003c\/li\u003e\n\u003cli\u003eInput and Output\u003c\/li\u003e\n\u003cli\u003eInteraction\u003c\/li\u003e\n\u003cli\u003eThe dot Visualization\u003c\/li\u003e\n\u003cli\u003eZooming\u003c\/li\u003e\n\u003cli\u003e2D Histogram\u003c\/li\u003e\n\u003cli\u003eHeat Map\u003c\/li\u003e\n\u003cli\u003eVoronoi Tessellation\u003c\/li\u003e\n\u003cli\u003eSeed Points\u003c\/li\u003e\n\u003cli\u003eDelaunay Triangulation\u003c\/li\u003e\n\u003cli\u003e\u003cabbr title=\"Geographic JavaScript Object Notation\"\u003eGeoJSON\u003c\/abbr\u003e\u003c\/li\u003e\n\u003cli\u003eAdding Color and Tooltips\u003c\/li\u003e\n\u003cli\u003eTile Providers\u003c\/li\u003e\n\u003cli\u003eThe DarkMatter Tiles\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/div\u003e\u003cdiv\u003e\n\u003ch4\u003eModule 6: Adding interaction with Bokeh\u003c\/h4\u003e\n\u003cp\u003eIn this module, you will learn about:\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eHow Bokeh Works\u003c\/li\u003e\n\u003cli\u003eBokeh Server\u003c\/li\u003e\n\u003cli\u003eProgramming Interfaces\u003c\/li\u003e\n\u003cli\u003eThe Bokeh Models\u003c\/li\u003e\n\u003cli\u003eGlyphs, Plots, and Layouts\u003c\/li\u003e\n\u003cli\u003eThe bokeh.plotting Interface\u003c\/li\u003e\n\u003cli\u003eSome Glyph Methods on the Figure Object\u003c\/li\u003e\n\u003cli\u003eWidgets in Bokeh\u003c\/li\u003e\n\u003cli\u003eUsing Bokeh Server\u003c\/li\u003e\n\u003cli\u003eSetting Up the Widgets\u003c\/li\u003e\n\u003cli\u003eThe TextField Widget\u003c\/li\u003e\n\u003cli\u003eThe Other Widgets\u003c\/li\u003e\n\u003cli\u003eRunning Bokeh Server\u003c\/li\u003e\n\u003cli\u003eWidgets Using CustomJS\u003c\/li\u003e\n\u003cli\u003eWidgets with ipwidgets\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/div\u003e","brand":"Learning Tree","offers":[{"title":"268A53US \/ 2026-08-12T09:00:00 \/ Herndon, VA","offer_id":47534217396443,"sku":"US-1274-IL","price":2228.0,"currency_code":"USD","in_stock":true},{"title":"26BA94US \/ 2026-11-18T09:00:00 \/ Herndon, VA","offer_id":48216588943579,"sku":"US-1274-IL","price":2228.0,"currency_code":"USD","in_stock":true},{"title":"272A63US \/ 2027-02-03T09:00:00 \/ Herndon, VA","offer_id":48216588976347,"sku":"US-1274-IL","price":2228.0,"currency_code":"USD","in_stock":true},{"title":"275A87US \/ 2027-05-05T09:00:00 \/ Herndon, VA","offer_id":48741612093659,"sku":"US-1274-IL","price":2228.0,"currency_code":"USD","in_stock":true}]},{"product_id":"sql-server-integration-services-ssis-training-for-business-intelligence","title":"SQL Server Integration Services (SSIS) Training for Business Intelligence","description":"\u003cdiv\u003e\n\u003cp\u003eIn this \u003cstrong\u003eSQL server integration services\u003c\/strong\u003e course, you gain the skills to improve business intelligence capabilities by automating complex migration tasks and auditing the success or failure of migration processes. In addition, you will learn to transform data among heterogeneous data sources — such as text files, Oracle, Access, XML (Extensible Markup Language), ODBC (Open Database Connectivity), and OLE DB (Object Linking and Embedding Database) — and effectively and securely manage data migration across various platforms.\u003c\/p\u003e\r\n\u003cp\u003eIn this SSIS training course, you’ll gain the skills to migrate and transform data with SSIS. You learn to solve data management problems by creating dynamic packages for migrating, processing, and reporting on data for business intelligence. Specifically, you learn to deploy packages to an SSIS server, assemble tasks to perform complex data migrations, and enhance package functionality with scripting.\u003c\/p\u003e\r\n\u003cul\u003e\u003c\/ul\u003e\n\u003c\/div\u003e\u003cdiv\u003e\n\u003ch3\u003eSQL Server Integration Services (SSIS) Training for Business Intelligence Benefits\u003c\/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003eIn this SSIS Training for Business Intelligence course, you will learn how to:\u003c\/strong\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eSolve data management problems by migrating and processing data. \u003c\/li\u003e\n\u003cli\u003ePerform nonstandard imports and exports using the Script component. \u003c\/li\u003e\n\u003cli\u003eAssemble tasks to perform complex data migrations. \u003c\/li\u003e\n\u003cli\u003eETL (Extract, Transform and Load) data. \u003c\/li\u003e\n\u003cli\u003eIncrementally migrate data from SQL (Structured Query Language) Server data sources using CDC (Change Data Capture). \u003c\/li\u003e\n\u003cli\u003eDeploy packages to an SSIS catalog. \u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003eSQL Server Integration Services Prerequisites\u003c\/strong\u003e\u003c\/p\u003e\n\u003cp\u003eYou should have familiarity with relational database management systems, programming concepts, and SQL language. \u003c\/p\u003e\n\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/div\u003e\u003cdiv\u003e\u003ch3\u003eSSIS Training Course Outline\u003c\/h3\u003e\u003c\/div\u003e\u003cdiv\u003e\n\u003ch4\u003eModule 1: Introduction to Integration Services\u003c\/h4\u003e\n\u003cul\u003e\n\u003cli\u003eDefining SQL SSIS (Server Integration Services) \u003c\/li\u003e\n\u003cli\u003eExploring the need for migrating diverse data \u003c\/li\u003e\n\u003cli\u003eThe role of BI (Business Intelligence) \u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/div\u003e\u003cdiv\u003e\n\u003ch4\u003eModule 2: SSIS Architecture and Tools\u003c\/h4\u003e\n\u003cp\u003eManaging heterogeneous data \u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eETL (Leveraging the Extract, Transform and Load) capabilities of SSIS \u003c\/li\u003e\n\u003cli\u003eRunning wizards for basic migrations \u003c\/li\u003e\n\u003cli\u003eCreating packages for complex tasks \u003c\/li\u003e\n\u003cli\u003eExplore other supported data sources, such as Hadoop and NoSQL (not only SQL) \u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eIllustrating SSIS architecture \u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eDistinguishing between data flow pipeline and package runtime \u003c\/li\u003e\n\u003cli\u003eExecuting packages on the client side or hosted in the SSIS service \u003c\/li\u003e\n\u003cli\u003eBulletproofing a package with package environments \u003c\/li\u003e\n\u003cli\u003ePackage restorability with checkpoint files \u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eSimplifying deployments\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eDistinguishing between project and package deployment modes \u003c\/li\u003e\n\u003cli\u003eDeploying packages to the SSISDB (SSIS Catalog Database) \u003c\/li\u003e\n\u003cli\u003eRunning packages from SQL Server \u003c\/li\u003e\n\u003cli\u003eLeveraging package parameters \u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/div\u003e\u003cdiv\u003e\n\u003ch4\u003eModule 3: Implementing Tasks and Containers\u003c\/h4\u003e\n\u003cp\u003eUtilizing basic SSIS objects \u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eConfiguring connection managers \u003c\/li\u003e\n\u003cli\u003eAdding data flow tasks to packages \u003c\/li\u003e\n\u003cli\u003eReviewing progress with data viewers \u003c\/li\u003e\n\u003cli\u003eAssembling tasks to perform complex data migrations \u003c\/li\u003e\n\u003cli\u003eMigrating multiple files with FOREACH container \u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eOperating system-level tasks \u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eCopying, moving, and deleting files \u003c\/li\u003e\n\u003cli\u003eTransferring files with the FTP (File Transfer Protocol) task \u003c\/li\u003e\n\u003cli\u003eCommunicating with external sources \u003c\/li\u003e\n\u003cli\u003eSending messages through mail \u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eProcessing XML \u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eIterating XML nodes \u003c\/li\u003e\n\u003cli\u003eWriting XML files from databases \u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/div\u003e\u003cdiv\u003e\n\u003ch4\u003eModule 4: Extending Capabilities with Scripting\u003c\/h4\u003e\n\u003cp\u003eWriting expressions\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eMaking properties dynamic with variables\u003c\/li\u003e\n\u003cli\u003eUtilizing expressions in loop iterations\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eScript Task\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eExtending functionality with the Script Task\u003c\/li\u003e\n\u003cli\u003eDebugging, breakpoints, and watches\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/div\u003e\u003cdiv\u003e\n\u003ch4\u003eModule 5: Transforming with the Data Flow Task\u003c\/h4\u003e\n\u003cp\u003ePerforming transforms on columns \u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eConverting and calculating columns \u003c\/li\u003e\n\u003cli\u003eTransforming with Character Map \u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eProfiling, combining, and splitting data \u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eMerge, Union, and Conditional Split \u003c\/li\u003e\n\u003cli\u003eMulticasting and converting data \u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eManipulating row sets and BLOB data \u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eAggregate, sort, audit, and look up data \u003c\/li\u003e\n\u003cli\u003eImporting and exporting BLOB data \u003c\/li\u003e\n\u003cli\u003eRedirecting error rows \u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003ePerforming database operations \u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eExecuting a SQL task \u003c\/li\u003e\n\u003cli\u003eBulk inserting data from text files \u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/div\u003e\u003cdiv\u003e\n\u003ch4\u003eModule 6: Error Handling, Logging and Transactions\u003c\/h4\u003e\n\u003cp\u003eOrganizing package workflow \u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eDefining success, failure, completion, and expression precedence constraints \u003c\/li\u003e\n\u003cli\u003eHandling events and event bubbling \u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eDesigning robust packages \u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eChoosing log providers \u003c\/li\u003e\n\u003cli\u003eAdapting solutions with package configurations \u003c\/li\u003e\n\u003cli\u003eAuditing package execution results \u003c\/li\u003e\n\u003cli\u003eAccessing package data with ADO.NET (ActiveX Data Object) \u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/div\u003e","brand":"Learning Tree","offers":[{"title":"266A92US \/ 2026-06-15T09:00:00 \/ Herndon, VA","offer_id":47534218346715,"sku":"US-134-IL","price":2512.0,"currency_code":"USD","in_stock":true},{"title":"268A86US \/ 2026-08-11T09:00:00 \/ Herndon, VA","offer_id":47534218379483,"sku":"US-134-IL","price":2512.0,"currency_code":"USD","in_stock":true},{"title":"269A77CN \/ 2026-09-01T09:00:00 \/ Ottawa","offer_id":48216562106587,"sku":"US-134-IL","price":2512.0,"currency_code":"USD","in_stock":true},{"title":"26BA20CN \/ 2026-11-03T09:00:00 \/ Ottawa","offer_id":48216562139355,"sku":"US-134-IL","price":2512.0,"currency_code":"USD","in_stock":true},{"title":"26CB10US \/ 2026-12-01T09:00:00 \/ Herndon, VA","offer_id":48216562172123,"sku":"US-134-IL","price":2512.0,"currency_code":"USD","in_stock":true},{"title":"272A16CN \/ 2027-02-09T09:00:00 \/ Ottawa","offer_id":48233010233563,"sku":"US-134-IL","price":2512.0,"currency_code":"USD","in_stock":true},{"title":"273B22US \/ 2027-03-16T09:00:00 \/ Herndon, VA","offer_id":48377301500123,"sku":"US-134-IL","price":2512.0,"currency_code":"USD","in_stock":true},{"title":"275A15CN \/ 2027-05-11T09:00:00 \/ Ottawa","offer_id":48759289250011,"sku":"US-134-IL","price":2512.0,"currency_code":"USD","in_stock":true}]},{"product_id":"designing-data-models-in-excel-for-power-bi-reports-training","title":"Designing Data Models in Excel for Power BI Reports Training","description":"\u003cdiv\u003e\n\u003cp\u003eThis course focuses on \u003cstrong\u003edesigning \u003cabbr title=\"Business Intelligence\"\u003eBI\u003c\/abbr\u003e Data Models\u003c\/strong\u003e to display in either an interactive Power BI report or an interactive Excel dashboard. This is both a fundamental Power BI course and an advanced Excel course that will take you through a data journey from importing, cleansing, and merging large amounts of data to analyzing the data to presenting strategic data in a PivotTable and a Power BI dashboard. This practical course provides flexibility and empowers you to choose how you want to present your business insights to help management make informed decisions.\u003cb\u003e\u003c\/b\u003e\u003c\/p\u003e\r\n\u003cul\u003e\u003c\/ul\u003e\n\u003c\/div\u003e\u003cdiv\u003e\n\u003ch3\u003eDesigning Data Models in Excel for Power BI Reports Training Benefits\u003c\/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cp\u003eTransform and present sophisticated data to provide Business Intelligence (BI)\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eActualize a data model from multiple sources with Power Pivot\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eShape and prepare your data with Power Query\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eMine and expose hidden information with Data Analysis eXpressions\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eCommunicate business and data insights with Power BI reports and dashboards\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eLeverage continued support with after-course one-on-one instructor coaching and computing sandbox\u003c\/p\u003e\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/div\u003e\u003cdiv\u003e\u003ch3\u003eData Models in Excel for Power BI Outline\u003c\/h3\u003e\u003c\/div\u003e\u003cdiv\u003e\n\u003ch4\u003eImportant course information\u003c\/h4\u003e\n\u003cp\u003e\u003cb\u003ePrerequisites\u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eExperience with Excel at the level of:\n\u003cul\u003e\n\u003cli\u003eExcel Data Analysis Course • Course 195\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/li\u003e\n\u003cli\u003eThis course is applicable to all versions of Excel, from Excel 2010 to Excel 2021\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/div\u003e\u003cdiv\u003e\n\u003ch4\u003eModule 1: Identifying the Role of Power Pivot in Business Intelligence (BI)\u003c\/h4\u003e\n\u003cp\u003e\u003cb\u003eIntroducing the Business Intelligence Tools\u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eExploring the Microsoft Business Intelligence tools\u003c\/li\u003e\n\u003cli\u003eDefining the requirements for a collaborative solution\u003c\/li\u003e\n\u003cli\u003eIdentifying the steps to create a Power BI dashboard\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cb\u003eFamiliarization with Power Pivot \u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eNavigating the Power Pivot interface\u003c\/li\u003e\n\u003cli\u003eExtracting information from data with Power Pivot\u003c\/li\u003e\n\u003cli\u003eUncovering data interpretation issues\u003c\/li\u003e\n\u003cli\u003eCreating a simple dashboard\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/div\u003e\u003cdiv\u003e\n\u003ch4\u003eModule 2: Building the Data Model with Power Pivot\u003c\/h4\u003e\n\u003cp\u003e\u003cb\u003eDefining a consolidated view of data\u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eGenerating a data mashup from structured and unstructured data sources into a data model\u003c\/li\u003e\n\u003cli\u003eDeriving relationships from data sources with the Relationships tool and the Diagram View\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cb\u003eDenormalizing data to simplify usage within other BI reporting tools\u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eSimplifying the data model\u003c\/li\u003e\n\u003cli\u003eAcquiring data from related tables\u003c\/li\u003e\n\u003cli\u003eConsolidating information with calculated columns\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cb\u003eQuerying SQL Server data\u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eDesigning queries to import data from \u003cabbr title=\"Structured Query Language\"\u003eSQL\u003c\/abbr\u003e Server\u003c\/li\u003e\n\u003cli\u003eRelating tables with outer joins\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cb\u003eFixing common data issues with Power Query\u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eExtracting, Transforming, and Loading (\u003cabbr title=\"Extracting, Transforming, and Loading\"\u003eETL\u003c\/abbr\u003e) data\u003c\/li\u003e\n\u003cli\u003eConverting data formats with Power Query steps\u003c\/li\u003e\n\u003cli\u003eParsing columns to aid analysis\u003c\/li\u003e\n\u003cli\u003eRemoving duplicates from a data set\u003c\/li\u003e\n\u003cli\u003eConstructing a single data set from multiple sources with the same field headings\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/div\u003e\u003cdiv\u003e\n\u003ch4\u003eModule 3: Shaping Data with Power Query\u003c\/h4\u003e\n\u003cp\u003e\u003cb\u003eFamiliarization with Power Query\u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eNavigating the Power Query interface\u003c\/li\u003e\n\u003cli\u003eExtracting, Transforming, and Loading (ETL) data\u003c\/li\u003e\n\u003cli\u003eConverting data formats with Power Query steps\u003c\/li\u003e\n\u003cli\u003eParsing columns to aid analysis\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cb\u003eCombining Data\u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eMerging tables of data\u003c\/li\u003e\n\u003cli\u003eConstructing a single data set from multiple sources with the same field headings\u003c\/li\u003e\n\u003cli\u003eDevelop an automated solution to combining data\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cb\u003eFiltering Data with Parameters\u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eDeveloping queries\u003c\/li\u003e\n\u003cli\u003eRemoving duplicates from a data set\u003c\/li\u003e\n\u003cli\u003eDefining Excel tables as parameters for a Power Query\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/div\u003e\u003cdiv\u003e\n\u003ch4\u003eModule 4: Manipulating and Analyzing Data with the Data Analysis eXpressions (DAX) Language\u003c\/h4\u003e\n\u003cp\u003e\u003cb\u003eDefining measures for business 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In addition, it will help attendees to plan the data and digital strategy for their organizations.\u003c\/p\u003e\u003c\/div\u003e\u003cdiv\u003e\n\u003ch3\u003eIntroduction to Data Analytics Benefits\u003c\/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003eBack at work, attendees will be able to:\u003c\/strong\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eDefine what Data Analytics is and how it helps with business-focused decision-making\u003c\/li\u003e\n\u003cli\u003eUnderstand the fundamentals of pattern recognition\u003c\/li\u003e\n\u003cli\u003eDifferentiate between data roles such as Data Analyst, Data Scientist, Data Engineer, Business Analyst, and Business Intelligence Analyst.\u003c\/li\u003e\n\u003cli\u003eRecognize the value, terminology, and challenges of Business Intelligence\u003c\/li\u003e\n\u003cli\u003eUnderstand how Data Mining builds knowledge, insights, patterns, \u0026amp; data advantages\u003c\/li\u003e\n\u003cli\u003eAppreciate the 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of data analysis\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003eCertification Information\u003c\/strong\u003e\u003c\/p\u003e\n\u003cp\u003eLearning Tree Exam included\u003c\/p\u003e\n\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/div\u003e\u003cdiv\u003e\u003ch3\u003eData Analytics Introduction Training Outline\u003c\/h3\u003e\u003c\/div\u003e\u003cdiv\u003e\n\u003ch4\u003eChapter 1: Data Analytics Introduction\u003c\/h4\u003e\n\u003cp\u003e\u003cstrong\u003eBusiness Intelligence \u003c\/strong\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eExample: MoneyBall: Data Mining in Sports\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cstrong\u003ePattern Recognition \u003c\/strong\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eTypes of Patterns\u003c\/li\u003e\n\u003cli\u003eFinding a Pattern\u003c\/li\u003e\n\u003cli\u003eUses of Patterns\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cstrong\u003eThe Data Processing Chain \u003c\/strong\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eData Database\u003c\/li\u003e\n\u003cli\u003eData Warehouse\u003c\/li\u003e\n\u003cli\u003eData Mining\u003c\/li\u003e\n\u003cli\u003eData Visualization\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cstrong\u003eData Analytics Terminology and Careers \u003c\/strong\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cstrong\u003eReview Wheel\u003c\/strong\u003e\u003c\/p\u003e\n\u003c\/div\u003e\u003cdiv\u003e\n\u003ch4\u003eChapter 2:  BI Concepts \u0026amp; Applications\u003c\/h4\u003e\n\u003cp\u003e\u003cstrong\u003eIntroduction\u003c\/strong\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eExample: Schools and Academies\u003c\/li\u003e\n\u003cli\u003eBI in Education\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cstrong\u003eBI for Better Decisions \u003c\/strong\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cstrong\u003eDecision types \u003c\/strong\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eBI 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using Microsoft Fabric. Participants will learn to develop effective data loading patterns, architect robust data solutions, and orchestrate data processes efficiently. Key areas of focus include data ingestion, transformation, security, management, and monitoring within the Microsoft Fabric environment.\u003c\/p\u003e\u003c\/div\u003e\u003cdiv\u003e\n\u003ch3\u003eMicrosoft Fabric Data Engineer (DP-700) Benefits\u003c\/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003eIn this course, you will:\u003c\/strong\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eLearn from seasoned professionals with extensive experience in Microsoft Fabric and data engineering.\u003c\/li\u003e\n\u003cli\u003eParticipate in labs and real-world scenarios to reinforce learning and build confidence.\u003c\/li\u003e\n\u003cli\u003eAligns with the competencies required for the Microsoft Certified: Fabric Data Engineer Associate certification.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003ePrerequisites\u003c\/strong\u003e\u003c\/p\u003e\n\u003cp\u003eThis course is ideal for experienced data professionals proficient in data integration and orchestration.\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003eExam Information\u003c\/strong\u003e\u003c\/p\u003e\n\u003cp\u003e\u003ca href=\"https:\/\/learn.microsoft.com\/en-us\/credentials\/certifications\/fabric-data-engineer-associate\/?practice-assessment-type=certification\"\u003eMicrosoft Certified: Fabric Data Engineer Associate - Certifications\u003c\/a\u003e\u003c\/p\u003e\n\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/div\u003e\u003cdiv\u003e\u003ch3\u003eMicrosoft Fabric Data Engineer Course Outline\u003c\/h3\u003e\u003c\/div\u003e\u003cdiv\u003e\n\u003ch4\u003eLearning Objectives\u003c\/h4\u003e\n\u003cp\u003e\u003cb\u003eModule 1: Ingest data with Microsoft Fabric\u003c\/b\u003e\u003c\/p\u003e\n\u003cul type=\"disc\"\u003e\n\u003cli\u003eIngest Data with Dataflows Gen2 in Microsoft Fabric\u003c\/li\u003e\n\u003cli\u003eOrchestrate processes and data movement with Microsoft Fabric\u003c\/li\u003e\n\u003cli\u003eUse Apache Spark in Microsoft Fabric\u003c\/li\u003e\n\u003cli\u003eGet started with Real-Time Intelligence in Microsoft Fabric\u003c\/li\u003e\n\u003cli\u003eUse real-time eventstreams in Microsoft Fabric\u003c\/li\u003e\n\u003cli\u003eWork with real-time data in a Microsoft Fabric eventhouse\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cb\u003eModule 2: Implement a Lakehouse with Microsoft Fabric\u003c\/b\u003e\u003c\/p\u003e\n\u003cul type=\"disc\"\u003e\n\u003cli\u003eIntroduction to end-to-end analytics using Microsoft Fabric\u003c\/li\u003e\n\u003cli\u003eGet started with lakehouses in Microsoft Fabric\u003c\/li\u003e\n\u003cli\u003eUse Apache Spark in Microsoft Fabric\u003c\/li\u003e\n\u003cli\u003eWork with Delta Lake tables in Microsoft Fabric\u003c\/li\u003e\n\u003cli\u003eIngest Data with Dataflows Gen2 in Microsoft Fabric\u003c\/li\u003e\n\u003cli\u003eOrchestrate processes and data movement with Microsoft Fabric\u003c\/li\u003e\n\u003cli\u003eOrganize a Fabric lakehouse using medallion architecture design\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cb\u003eModule 3: Implement Real-Time Intelligence with Microsoft Fabric\u003c\/b\u003e\u003c\/p\u003e\n\u003cul type=\"disc\"\u003e\n\u003cli\u003eGet started with Real-Time Intelligence in Microsoft Fabric\u003c\/li\u003e\n\u003cli\u003eUse real-time eventstreams in Microsoft Fabric\u003c\/li\u003e\n\u003cli\u003eWork with real-time data in a Microsoft Fabric eventhouse\u003c\/li\u003e\n\u003cli\u003eCreate Real-Time Dashboards with Microsoft Fabric\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cb\u003eModule 4: Implement a data warehouse with Microsoft Fabric\u003c\/b\u003e\u003c\/p\u003e\n\u003cul type=\"disc\"\u003e\n\u003cli\u003eIntroduction to end-to-end analytics using Microsoft Fabric\u003c\/li\u003e\n\u003cli\u003eGet started with data warehouses in Microsoft Fabric\u003c\/li\u003e\n\u003cli\u003eLoad data into a Microsoft Fabric data warehouse\u003c\/li\u003e\n\u003cli\u003eQuery a data warehouse in Microsoft Fabric\u003c\/li\u003e\n\u003cli\u003eMonitor a Microsoft Fabric data warehouse\u003c\/li\u003e\n\u003cli\u003eSecure a Microsoft Fabric data warehouse\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cb\u003eModule 5: Manage a Microsoft Fabric environment\u003c\/b\u003e\u003c\/p\u003e\n\u003cul type=\"disc\"\u003e\n\u003cli\u003eImplement continuous integration and continuous delivery (CI\/CD) in Microsoft Fabric\u003c\/li\u003e\n\u003cli\u003eMonitor activities in Microsoft Fabric\u003c\/li\u003e\n\u003cli\u003eSecure data access in Microsoft Fabric\u003c\/li\u003e\n\u003cli\u003eAdminister a Microsoft Fabric environment\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/div\u003e","brand":"Microsoft","offers":[{"title":"267B39US \/ 2026-07-07T09:00:00 \/ Herndon, VA","offer_id":47534201438427,"sku":"US-8739-IL","price":2512.0,"currency_code":"USD","in_stock":true},{"title":"26AC02US \/ 2026-10-06T09:00:00 \/ Herndon, VA","offer_id":48216555520219,"sku":"US-8739-IL","price":2512.0,"currency_code":"USD","in_stock":true},{"title":"271C47US \/ 2027-01-12T09:00:00 \/ Herndon, VA","offer_id":48216555552987,"sku":"US-8739-IL","price":2512.0,"currency_code":"USD","in_stock":true},{"title":"274B96US \/ 2027-04-06T09:00:00 \/ Herndon, VA","offer_id":48567540154587,"sku":"US-8739-IL","price":2512.0,"currency_code":"USD","in_stock":true}]},{"product_id":"visual-analytics-with-excel","title":"Visual Analytics with Excel","description":"\u003cdiv\u003e\n\u003cp\u003eData doesn’t speak for itself, but with the right visuals, it can tell a story that drives real decisions. This two-day, hands-on course teaches participants how to unlock the full power of Microsoft Excel for visual data analytics. Through practical exercises and real-world examples, learners will explore foundational visualization principles, advanced charting techniques, interactive dashboards, and even AI-supported analysis.\u003c\/p\u003e\r\n\u003cp\u003eBy the end of the course, participants will know how to design clear, accurate, and engaging visuals; build dynamic dashboards; interpret patterns and insights; and confidently present data-driven stories to stakeholders.\u003c\/p\u003e\n\u003c\/div\u003e\u003cdiv\u003e\n\u003ch3\u003eVisual Analytics with Excel Benefits\u003c\/h3\u003e\n\u003cul\u003e\u003cli\u003e\n\u003cp\u003e\u003cb\u003eCourse Benefits\u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eTransform raw data into compelling visual narratives using Excel’s full suite of charting, formatting, and dashboarding tools.\u003c\/li\u003e\n\u003cli\u003eLearn both the “why” and the “how” by combining strong visualization theory with step-by-step, real-world practice.\u003c\/li\u003e\n\u003cli\u003eBuild polished dashboards that highlight trends, outliers, and insights for business decision-making.\u003c\/li\u003e\n\u003cli\u003eAvoid common visualization mistakes and learn to design visuals that are accurate, intuitive, and trustworthy.\u003c\/li\u003e\n\u003cli\u003eUnderstand how AI fits into Excel workflows and how to structure data for AI-driven analysis and insights.\u003c\/li\u003e\n\u003cli\u003eBoost confidence and credibility when presenting charts, dashboards, and data stories to colleagues and leadership.\u003cb\u003e \u003c\/b\u003e\n\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cb\u003eImportant Information:\u003c\/b\u003e\u003c\/p\u003e\n\u003cp\u003ePrerequisites\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eBasic knowledge of Excel (data entry, formulas) highly recommended but not required.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/li\u003e\u003c\/ul\u003e\n\u003c\/div\u003e\u003cdiv\u003e\u003ch3\u003eVisual Analytics with Excel Course Outline\u003c\/h3\u003e\u003c\/div\u003e\u003cdiv\u003e\n\u003ch4\u003eLearning Objectives\u003c\/h4\u003e\n\u003cp data-pm-slice=\"1 1 []\"\u003e\u003cstrong\u003eChapter 1: Understanding Visual Data Analytics\u003c\/strong\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eDefine Data Analytics\u003c\/li\u003e\n\u003cli\u003eDiscuss the relationship between Data Analytics and decision-making\u003c\/li\u003e\n\u003cli\u003eReview the fundamentals of data visualization\u003c\/li\u003e\n\u003cli\u003eIdentify the data processing chain used in data mining\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cstrong\u003eChapter 2: Excel and Power Query Clean, Structure, and Use Data\u003c\/strong\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eImport and transform data with Power Query\u003c\/li\u003e\n\u003cli\u003eStructure data with Power Pivot\u003c\/li\u003e\n\u003cli\u003eCreate queries or data tables in Excel\u003c\/li\u003e\n\u003cli\u003eWork with the basics of data manipulation\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cstrong\u003eChapter 3: Using AI for Data Analysis with MS365 Copilot\u003c\/strong\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eIntroduce AI\u003c\/li\u003e\n\u003cli\u003eDiscuss the benefits and drawback of using AI\u003c\/li\u003e\n\u003cli\u003eUse AI with Excel Dashboards\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cstrong\u003eChapter 4: Using Excel’s Charting Tools\u003c\/strong\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eOverview of Excel Charting\u003c\/li\u003e\n\u003cli\u003eDiscuss Chart types and usage\u003c\/li\u003e\n\u003cli\u003eCreate Excel charts\u003c\/li\u003e\n\u003cli\u003eEdit charts using chart items\u003c\/li\u003e\n\u003cli\u003eModify colors and styles for clarity\u003c\/li\u003e\n\u003cli\u003eWork with data series\u003c\/li\u003e\n\u003cli\u003eConsider chart templates\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cstrong\u003eChapter 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