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Data Analyst Foundation
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Beginner
This track equips you with essential skills and technologies for data analysis. Starting with Excel, you'll learn data organization, manipulation, and visualization. Vis mer
Excel
SQL
Power BI
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Try Codefinity TeamsWhat you will learn
- You will learn how to efficiently organize, analyze, and visualize data using Excel, mastering essential spreadsheet skills.
- You will gain the ability to write and optimize SQL queries to manage and extract insights from databases.
- You will understand how to create powerful, interactive reports and dashboards using Power BI to present data-driven decisions.
- You will be able to combine your Excel, SQL, and Power BI skills to analyze data from multiple sources and present comprehensive insights.
- 142 chapters
- 13 hours
- 96 tasks
Trusted by employees of leading companies
Learning track content
Module 1 / Excel for Beginners
Kickstart your journey with Excel by understanding its interface, basic functions, and essential data entry techniques. Learn how to navigate toolbars, worksheets, and master the fundamental elements to set a solid foundation.
Dive deeper into Excel by exploring advanced data entry and formatting options. Sharpen your skills in text and number formatting, discover how to effectively use styles, and enhance spreadsheet readability and functionality.
Unleash the power of Excel with an introduction to basic formulas and functions. Gain confidence in creating calculations, using cell references, and employing key functions like SUM, AVERAGE, MIN and MAX to automate and simplify your data analysis tasks.
- Introduction to Formulas and Functions in ExcelForhåndsvisning
- Working with Excel Cell ReferencesForhåndsvisning
- Working with Excel Cell ReferencesForhåndsvisning
- Essential Excel FunctionsForhåndsvisning
- Using the Insert Function Tool in ExcelForhåndsvisning
- Quiz: Excel Formulas & FunctionsForhåndsvisning
In this section, you will master advanced Excel formulas and functions, enhancing your ability to manage complex calculations. Learn to display and audit formulas, utilize nested and logical statements, and apply conditions effectively to streamline your data analysis tasks.
- Displaying and Highlighting Excel FormulasForhåndsvisning
- Mastering IF Logical Tests and Relational Operators in ExcelForhåndsvisning
- Using Nested IF StatementsForhåndsvisning
- Combining AND & OR in ExcelForhåndsvisning
- Auditing Excel ToolsForhåndsvisning
- Excel Conditional FormattingForhåndsvisning
- Quiz: Advanced Excel Formulas & FunctionsForhåndsvisning
Explore comprehensive techniques for sorting, filtering, and managing data efficiently. This section covers everything from basic data organization to advanced filtering and table management, ensuring you can handle and analyze data effectively.
- Sorting Data in ExcelForhåndsvisning
- Filtering Data Using AutoFilterForhåndsvisning
- Clearing and Reapplying Filters in ExcelForhåndsvisning
- Excel Rules and Advanced Search TechniquesForhåndsvisning
- Creating and Managing Tables in ExcelForhåndsvisning
- Excel Table Styles and Quick FormattingForhåndsvisning
- Using Excel Table ToolsForhåndsvisning
- Quiz: Excel Data Management & AnalysisForhåndsvisning
Dive into the art of data visualization using Excel's powerful charting tools. You'll learn to create various types of charts, customize them to enhance visual appeal, and manipulate data within charts to present clear and compelling visual stories.
- Excel Chart TypesForhåndsvisning
- Creating a Basic Chart in ExcelForhåndsvisning
- Customizing Excel Chart ElementsForhåndsvisning
- Changing Chart Styles and Colors in ExcelForhåndsvisning
- Adding and Removing Chart ElementsForhåndsvisning
- Editing Chart Data in ExcelForhåndsvisning
- Adding Trendlines to Excel ChartsForhåndsvisning
- Quiz: Excel Data VisualizationForhåndsvisning
Gain proficiency in managing worksheets and workbooks within Excel. This section teaches you how to effectively organize and manipulate workbook elements, utilize formatting tools, and secure your work with passwords, providing a thorough grounding in workbook operations.
- Managing Excel Worksheets: Add, Delete, Rename, and RearrangeForhåndsvisning
- Grouping and Ungrouping Worksheets in ExcelForhåndsvisning
- Using the Format Painter in ExcelForhåndsvisning
- Inserting and Deleting Columns, Rows, and Cells in ExcelForhåndsvisning
- Hiding and Unhiding Columns and Rows in ExcelForhåndsvisning
- Saving Workbooks in ExcelForhåndsvisning
- Opening and Closing WorkbooksForhåndsvisning
- Protecting Excel Workbooks with PasswordsForhåndsvisning
- Using Excel TemplatesForhåndsvisning
- Quiz: Managing Excel WorkbooksForhåndsvisning
- SummaryForhåndsvisning
Module 2 / Introduction to SQL
In this section, we will learn how to use the SQL SELECT statement to get a single table column, multiple table columns, and all table columns. We will also find out how to return unique values.
- Retrieving Individual ColumnsForhåndsvisning
- Retrieving Multiple ColumnsForhåndsvisning
- Retrieving All ColumnsForhåndsvisning
- Retrieving Distinct RowsForhåndsvisning
- Limiting ResultsForhåndsvisning
- Challenge: Find the Population of the CountriesForhåndsvisning
- Challenge: Find All CountriesForhåndsvisning
- Challenge: Find All Countries With Their IDsForhåndsvisning
- Challenge: Find Country CapitalsForhåndsvisning
- Challenge: Find the Regions in Which All Countries Are LocatedForhåndsvisning
In this section, we’ll explore how to organize and prioritize the data returned by a query using the ORDER BY clause. Placed at the end of a SELECT statement, this clause lets you sort your results by one or multiple columns, either in ascending or descending order, enabling more meaningful and easily interpretable data output.
- Sorting DataForhåndsvisning
- Challenge: Population SortForhåndsvisning
- Sorting by Multiple ColumnsForhåndsvisning
- Challenge: Dual-Sort QueryForhåndsvisning
- Specifying Sort DirectionForhåndsvisning
- Challenge: Sort the Countries by Region and CapitalForhåndsvisning
- Challenge: Sort Capitals in Descending OrderForhåndsvisning
- Challenge: Sort Countries in Ascending OrderForhåndsvisning
- Challenge: Find Countries, Their IDs, and Their PopulationsForhåndsvisning
- Challenge: Find Countries, IDs, Populations, Regions, and Sort ThemForhåndsvisning
- Challenge: Find All Continents and Sort Them in Ascending OrderForhåndsvisning
In this section, we will learn how to filter returned data using the SELECT statement's WHERE clause. We will learn how to test for equality, inequality, more and less significant than value ranges, and NULL values.
In this section, we’ll explore how to refine your search conditions by combining WHERE clauses with the AND and OR operators. We’ll also cover how the NOT operator can be used to exclude certain results.
In this section, we will learn what the SQL aggregate functions are and how to use them to summarize table data.
- The AVG() FunctionForhåndsvisning
- Challenge: Surface Area SelectionForhåndsvisning
- The COUNT() FunctionForhåndsvisning
- Challenge: Continental CountForhåndsvisning
- The MAX() FunctionForhåndsvisning
- The MIN() FunctionForhåndsvisning
- Challenge: Large Surface Area AverageForhåndsvisning
- The SUM() FunctionForhåndsvisning
Module 3 / Intermediate SQL
In this section, you will learn how to group and manage data effectively. We will introduce the GROUP BY operator for grouping data. Additionally, you will learn how to filter grouped data using the HAVING operator.
- GROUP BY ClauseForhåndsvisning
- Order of StatementsForhåndsvisning
- Challenge: Total Ride Time for Each Subway LineForhåndsvisning
- Average Student's Grade ChallengeForhåndsvisning
- Searching for the Top Math Students ChallengeForhåndsvisning
- HAVING ClauseForhåndsvisning
- Several Aggregate Functions in the QueryForhåndsvisning
- More Complex FilteringForhåndsvisning
You will learn about nested subqueries, how to create them, and how to use them effectively.
Here, you will learn how to combine multiple tables, allowing you to work with a unified table and simplify query creation.
- JOIN 2 TablesForhåndsvisning
- Challenge: Get Category By Product PriceForhåndsvisning
- Challenge: Get Minimum Price By CategoryForhåndsvisning
- Challenge: Get Product Amount By CategoryForhåndsvisning
- LEFT, RIGHT and INNER JOINsForhåndsvisning
- Challenge: Table JoinForhåndsvisning
- Challenge: FULL JOIN UsageForhåndsvisning
Learn the fundamentals of Data Definition Language (DDL) and Data Manipulation Language (DML) in SQL, including how to create, modify, and delete database objects, as well as how to insert, update, and delete data within tables.
Module 4 / Introduction to Power BI
Dive into the world of Power BI and build a solid foundation. You'll cover everything from installation and setup to connecting data sources and creating your first report.
Explore essential data preparation techniques, including cleaning, transforming, and combining multiple data sources. You'll also tackle handling missing values, data profiling, and various data manipulation methods.
Master the fundamentals of data modeling, from understanding data models and creating relationships to getting the hang of DAX basics. You'll also learn to create measures and calculated columns.
Discover various visualization techniques and customize visuals for better insights. You'll also explore advanced features like slicers, filters, and drill-down/drill-through capabilities to enhance your data analysis.
Boost the usability and storytelling power of your reports by using themes, configuring report pages, and leveraging advanced features like the Analyze feature and identifying outliers. You'll also create groups, bins, and clusters for deeper insights.
Requirements
- A computer with a browser - all browsers are supported.
- Your enthusiasm to enhance your tech skills.
- Everything else needed to start learning and practicing is already included in this course.
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Det er rett og slett perfekt forklart! Så langt har jeg ikke opplevd noen vanskeligheter fordi alt er så godt organisert....
Ruslan Kravchuk
Det viktigste er å lære og ikke gi opp
Materialet er bra, det er mye å lære, alt for å bli bedre, og det viktigste er å lære det du ønsker....
Matteo Comune
Takket være dem lærer jeg mye…
Takket være dem lærer jeg mye raskere fordi de hjelper deg med å forstå alt fra grunnen av. Det er den beste nettsiden for folk uten IT-bakgrunn...
Yuliana Cadavid
Flott kurs for nybegynnere
Flott kurs for nybegynnere, de tester kunnskapen din i hver leksjon....
Elpunzon
Jeg nyter min Codefinity-opplevelse…
Jeg nyter min Codefinity-opplevelse med å lære Python. Den selvstyrte læringsmåten er flott fordi jeg kan tilpasse den til timeplanen min...
Alexandru Alexandru
Det er hyggelig å lære fra Codefinity
Det er hyggelig å lære fra Codefinity. Det er enkelt og har gode eksempler på det jeg lærte her...
jacob Templet
Easy to follow along with and provides…
Lett å følge med på og gir utfordring i hverdagen min. Utfordringen får meg til å ville lære dag etter dag...
Elan
Codefinity er et omfattende læringsverktøy…
Codefinity er et omfattende læringsverktøy som hjelper deg med å utvikle ferdighetene dine som programvareingeniør eller datavitenskapsmann. Øvelsene er morsomme og en god måte å skjerpe ferdighetene dine på...
Thibault
Første gang jeg lærer å programmere
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Adrien Morel
Godt designet for totale nybegynnere
Godt designet for totale nybegynnere, med inkrementell fremgang som gir meg selvtillit....
_Gracy
det er rett og slett perfekt forklart.
Det er rett og slett perfekt forklart! Så langt har jeg ikke opplevd noen vanskeligheter fordi alt er så godt organisert....
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