Understanding Excel Interface and RibbonCopy

Working with Workbooks, Worksheets, and CellsCopy

Entering and Formatting DataCopy

Basic Excel Formulas and Functions (SUM, AVERAGE, MIN, MAX)Copy

Using AutoFill and Flash FillCopy

Basic Formatting (Fonts, Colors, Borders, Cell Styles)Copy

Adjusting Rows, Columns, and Cell SizesCopy

Basic Excel Shortcuts for EfficiencyCopy

Data Validation (Drop-down Lists, Restrictions)Copy

Conditional Formatting for Data HighlightingCopy

Text Functions (LEFT, RIGHT, MID, LEN, TRIM, CONCATENATE)Copy

Handling Duplicates and Blank CellsCopy

Find and Replace, Go To SpecialCopy

Sorting and Filtering Data for Better AnalysisCopy

Creating and Customizing Charts (Column, Bar, Line, Pie, Area)Copy

Advanced Charting (Combo Charts, Waterfall, Funnel, Histogram, Pareto)Copy

Data Labels, Titles, and Formatting TechniquesCopy

Using Sparklines for Miniature Charts in CellsCopy

Dynamic Charts using Named RangesCopy

Introduction to Pivot Tables and Pivot ChartsCopy

Creating Pivot Tables for Data AnalysisCopy

Using Slicers and Filters in Pivot TablesCopy

Summarizing Data with Pivot TablesCopy

Creating Pivot Charts for Better InsightsCopy

Grouping and Custom Calculations in Pivot TablesCopy

Advanced Lookup Functions (XLOOKUP, OFFSET, INDIRECT)Copy

Array Formulas and Dynamic Arrays (SORT, FILTER, UNIQUE)Copy

Advanced Conditional Formatting for Dynamic Data HighlightingCopy

Statistical Functions (COUNTIF, AVERAGEIF, SUMIF, RANK, PERCENTILE, QUARTILE)Copy

Data Forecasting and Trend AnalysisCopy

Introduction to Power Query for Data Cleaning and TransformationCopy

Importing and Transforming Data using Power QueryCopy

Introduction to Power Pivot for Data ModelingCopy

Creating Relationships and Measures in Power PivotCopy

Using DAX Functions for Data Analysis in Power PivotCopy

Working with Large Datasets (1M+ Rows) EfficientlyCopy

Data Consolidation from Multiple Worksheets/WorkbooksCopy

Advanced Filtering and Sorting TechniquesCopy

Using What-If Analysis (Goal Seek, Data Tables, Solver)Copy

Scenario Manager for Business ForecastingCopy

Connecting Excel Data with Power BICopy

Creating Interactive Dashboards in ExcelCopy

Using Excel as a Data Source for Power BICopy

Exporting Data from Excel to Power BICopy

Real-World Data Analysis Projects using ExcelCopy

Business Case Studies (Sales Analysis, Financial Reporting, HR Data Insights)Copy

Resume Preparation for Data Analyst RolesCopy

Common Interview Questions for Data Analyst JobsCopy

Understanding Databases and Relational Database Management Systems (RDBMS)Copy

Difference Between SQL and NoSQL DatabasesCopy

Database Architecture and ACID PropertiesCopy

Setting Up MySQL / SQL Server / PostgreSQL EnvironmentCopy

Introduction to SQL and Its Role in Data AnalysisCopy

Introduction to SQL Syntax and Data TypesCopy

Creating and Managing DatabasesCopy

Creating, Modifying, and Deleting TablesCopy

Understanding Primary Keys, Foreign Keys, and ConstraintsCopy

Inserting, Updating, and Deleting Records (CRUD Operations)Copy

Querying Data using SELECT StatementsCopy

Using WHERE, ORDER BY, and LIMIT ClausesCopy

Applying Logical Operators (AND, OR, NOT)Copy

Working with NULL Values and Handling Missing DataCopy

Using CASE Statements for Conditional LogicCopy

Aliasing Columns and Tables for Better ReadabilityCopy

Introduction to Aggregate Functions (COUNT, SUM, AVG, MIN, MAX)Copy

Grouping Data using GROUP BYCopy

Filtering Grouped Data with HAVING ClauseCopy

Using Window Functions (ROW_NUMBER, RANK, DENSE_RANK)Copy

Understanding Different Types of Joins (INNER, LEFT, RIGHT, FULL)Copy

Self Joins and Cross JoinsCopy

Using UNION, UNION ALL, INTERSECT, and EXCEPTCopy

Subqueries and Nested Queries for Complex Data RetrievalCopy

Common Table Expressions (CTEs)Copy

Using String Functions (CONCAT, SUBSTRING, REPLACE, CHARINDEX)Copy

Date and Time Functions (NOW, DATEADD, DATEDIFF)Copy

Handling Complex Queries using CTEs and Recursive QueriesCopy

Pivoting Data for Business Intelligence ReportsCopy

Ranking and Analytical FunctionsCopy

Understanding Indexes and Their ImportanceCopy

Optimizing Queries using IndexingCopy

Analyzing Query Execution PlansCopy

Using Stored Procedures and TriggersCopy

Transactions and Error Handling in SQLCopy

Creating Views for Simplified QueryingCopy

Extracting Insights from Large DatasetsCopy

Connecting SQL Databases to Power BI for ReportingCopy

Automating SQL Queries for Business IntelligenceCopy

Real-World Data Analysis Projects using SQLCopy

Business Case Studies (Sales Analysis, Customer Segmentation, Financial Reports)Copy

Resume Preparation for Data Analyst RolesCopy

Common SQL Interview Questions and Mock InterviewsCopy

Getting Power BI Tools: Installing and Setting UpCopy

Introduction to Power BI Components and TerminologyCopy

Creating a Dashboard in Minutes (Hands-on Exercise)Copy

Refreshing Data in Power BI ServiceCopy

Interacting with Dashboards and ReportsCopy

Sharing Dashboards and ReportsCopy

Introduction to Power BI DesktopCopy

Getting Data: Excel vs Power BI Desktop and ServiceCopy

Understanding Data Structure for Q&ACopy

Direct Query vs Import DataCopy

Connecting to Multiple Data SourcesCopy

Data Cleaning and Transformation using Power QueryCopy

Introduction to Data ModelingCopy

Setting Up and Managing RelationshipsCopy

Understanding Cardinality and Cross-FilteringCopy

Default Summarization and Sorting OptionsCopy

Creating Calculated ColumnsCopy

Creating Measures and Quick MeasuresCopy

Optimizing Data Models for PerformanceCopy

Creating Different Types of VisualizationsCopy

Formatting and Customizing VisualizationsCopy

Setting Sort Order for VisualsCopy

Using Scatter and Bubble Charts with Play AxisCopy

Tooltips and Interactive ReportsCopy

Slicers, Timeline Slicers, and Sync SlicersCopy

Cross Filtering and HighlightingCopy

Applying Visual, Page, and Report Level FiltersCopy

Drill Down and Drill Up FunctionalityCopy

Working with HierarchiesCopy

Adding Reference and Constant LinesCopy

Creating Tables and Matrices with Conditional FormattingCopy

Using KPI Indicators, Cards, and GaugesCopy

Map VisualizationsCopy

Importing and Using Custom VisualsCopy

Managing and Arranging Visuals in ReportsCopy

Implementing Drill-through for In-depth AnalysisCopy

Using Custom Report ThemesCopy

Grouping and Binning DataCopy

Working with Selection Pane, Bookmarks, and ButtonsCopy

Introduction to Power BI Service Visualization ToolsCopy

Creating and Managing Standalone TilesCopy

Setting Up Data-Driven AlertsCopy

Gaining Quick and Related InsightsCopy

Customizing Q&A QuestionsCopy

Introduction to Power BI Publishing and Sharing OptionsCopy

Overview of Different Sharing MethodsCopy

Publishing Reports from Power BI DesktopCopy

Publishing Reports to the WebCopy

Sharing Dashboards with Power BI ServiceCopy

Creating and Managing Workspaces and Apps (Power BI Pro)Copy

Using Content Packs (Power BI Pro)Copy

Printing or Saving Reports as PDFsCopy

Implementing Row-Level Security (Power BI Pro)Copy

Exporting Data from VisualizationsCopy

Publishing Reports for Mobile ApplicationsCopy

Exporting Reports to PowerPointCopy

Summary of Sharing OptionsCopy

Understanding Data Refresh in Power BICopy

Configuring Automatic RefreshCopy

Setting Up and Using the Personal Gateway (Power BI Pro and 64-bit Windows)Copy

Replacing Datasets in Power BICopy

Troubleshooting Data Refresh IssuesCopy

Different Options for Publishing Data from Excel to Power BICopy

Pinning Excel Elements to Power BI DashboardsCopy

Connecting Excel Data using Power BI Publisher and Analyze in ExcelCopy

Publishing Excel Dashboards to Power BICopy

Uploading and Exporting Excel Data to Power BICopy

Comprehensive Project Work Covering All ConceptsCopy

Hands-on Real-World Scenarios and Case StudiesCopy

Resume Preparation for Power BI RolesCopy

Power BI Interview Questions and Mock Interview SessionsCopy

Overview of Data Warehousing and Business IntelligenceCopy

Fundamentals of Data Analysis and VisualizationCopy

Business Reporting and Dashboard EssentialsCopy

Introduction to Tableau and Its ArchitectureCopy

Understanding Measures vs. DimensionsCopy

Continuous vs. Discrete Data, Value & Category AxesCopy

Importing Data from Flat Files, Databases, and Cloud SourcesCopy

Web Services and Clipboard Data IntegrationCopy

Understanding Extracts and Incremental ExtractsCopy

Managing Tableau Server Data SourcesCopy

Working with Packaged WorkbooksCopy

Publishing Reports to Tableau ServerCopy

Understanding Different Tableau File FormatsCopy

Creating Worksheets and DashboardsCopy

Applying Filters and Customizing Filter ActionsCopy

Understanding Row and Column ShelvesCopy

Using Marks Cards: Color, Size, Labels, Tooltips, and PathsCopy

Working with Sets, Groups, Parameters, and Calculated ColumnsCopy

Line, Bar, Stacked, and Dual-Axis ChartsCopy

Heat Maps, Text Tables, and Highlight TablesCopy

Symbol and Filled Maps, Pie Charts, and TreemapsCopy

Symbol and Filled Maps, Pie Charts, and TreemapsCopy

Symbol and Filled Maps, Pie Charts, and TreemapsCopy

Gantt, Bullet, and Packed Bubble ChartsCopy

Designing Interactive DashboardsCopy

Forecasting and Trend AnalysisCopy

Adding Reference Lines, Bands, and Visual HighlightsCopy

Handling Missing Values and Null DataCopy

Implementing Table Calculations and TotalsCopy

Custom Formatting, Annotations, and Layout AdjustmentsCopy

Using Dashboard Actions: Filters and HighlightsCopy

Authoring and Publishing DashboardsCopy

Managing Subscriptions and Report DistributionCopy

Embedding Dashboards into Web PagesCopy

Exporting Reports and Sharing Server ViewsCopy

Hands-on Data Analysis and Dashboard CreationCopy

Resume Building for Data Analyst RolesCopy

Common Tableau Interview Questions and Practical ExercisesCopy

BRD: Define scope, objectives, stakeholders; write clear needs.Copy

FRD: Specify features, workflows; link to BRD.Copy

Process Modeling: Use BPMN (tasks, events); create flowcharts.Copy

Elicitation: Conduct interviews, prioritize with MoSCoW.Copy

Practical Application:Copy

Draft BRD/FRD for an order system; model its process with a flowchart.Copy

Agile: Learn Scrum; write user stories; assist sprint planning.Copy

Practical Application:Copy

Tools: Track tasks in Jira/Trello; document in Confluence/Docs.Copy

Wireframes (Figma): Create basic layouts for business solutions.Copy

Presentation (Canva): Design slides to communicate insights.Copy

AI Insights/Automation: Use AI tools (e.g., ChatGPT) for drafting or insights.Copy

Practical Application:Copy

Design a wireframe (Figma) and presentation (Canva) for a BA deliverable; enhance with AI-generated insights.Copy

Define a business problem (e.g., customer retention analysis).Copy

Extract and analyze data (Excel/SQL).Copy

Visualize insights (PowerBI/Tableau).Copy

Document requirements (BRD, FRD, process model).Copy

Present findings with a focus on stakeholder needs.Copy

Hands-on projects with real-world business scenariosCopy

Industry-relevant case studies & tools integrationCopy

Certification upon completionCopy

Resume-building & career supportCopy

Master essential skills for Business Analyst rolesCopy