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Tableau Desktop + Artificial Intelligence

Master Tableau.
Turn Data Into Decisions.
Become Industry Ready.

Learn Tableau from fundamentals to advanced business intelligence through data connection, data preparation, calculated fields, interactive visualizations, dashboards, analytics, storytelling, and real-world business projects.

Enroll in Tableau & Business Intelligence & Storytelling →Explore Curriculum
3–4 MonthsDuration
Beginner → AdvancedLevel
10+Projects
2Capstones
tableau_business_dashboard.twbx
01let Source = Tableau.Workbook(File)
02in CleanData
03Sales = SUM([Sales])
04Growth = ([Sales]-[LY Sales])/[LY Sales]
05Profit = SUM([Profit])
06<Tableau />
07"Visualize. Analyze. Decide."
🐍 Tableau Fundamentals + Data⚙ Data Transformation✦ Generative AI
The complete Tableau & Business Intelligence & Storytelling skill stack

Why Tableau & Business Intelligence & Storytelling?

Organizations need professionals who can transform raw business data into compelling visualizations, interactive dashboards, trends, and actionable insights. Tableau connects data, analytics, visualization, storytelling, and decision-making in one workflow.

01
◫

Tableau Fundamentals

Understand the Tableau ecosystem, reports, dashboards, visuals, workspaces, and business intelligence workflows.

02
∑

Tableau Data Preparation

Connect, clean, join, union, reshape, and prepare data for analysis.

03
◉

Data Preparation

Build relationships, joins, unions, logical tables, hierarchies, and efficient analytical models.

04
↗

Data Transformation

Create calculated fields, table calculations, parameters, sets, groups, and business metrics.

05
✦

Interactive Dashboards

Create professional interactive dashboards with filters, actions, parameters, and navigation.

06
⇄

Security Executive Reporting

Turn data into insights, trends, KPIs, and decision-ready visual stories.

Skill builder

What You'll Learn

Tableau Fundamentals

Understand Tableau Desktop, worksheets, dashboards, stories, marks, shelves, filters, and the BI workflow.

Data Connections

Connect Excel, CSV, databases, cloud sources, and business datasets for analysis.

Data Preparation

Clean, join, union, reshape, pivot, and organize data before visualization.

Data Modeling

Understand relationships, joins, unions, logical tables, hierarchies, and analytical structures.

Calculated Fields

Create calculated fields, conditional logic, date calculations, and reusable business metrics.

Table Calculations

Perform running totals, moving averages, rankings, percent-of-total, and advanced calculations.

Filters & Parameters

Build dynamic analysis using filters, parameters, sets, groups, and interactive controls.

Data Visualization

Create bar, line, area, scatter, maps, heatmaps, KPI views, and advanced visualizations.

Interactive Dashboards

Design professional dashboards using actions, filters, navigation, parameters, and tooltips.

Storytelling with Data

Turn dashboards into compelling business stories that communicate trends and decisions clearly.

Tableau Cloud & Server

Publish workbooks, manage projects, share dashboards, and understand collaboration workflows.

Business Intelligence Projects

Build sales, finance, HR, marketing, and operations dashboards for a strong portfolio.

Your toolkit

Tools & Technologies

Work with technologies used across the modern Tableau Desktop, ML, analytics, and AI workflow.

Tableau Core

TDTableau DesktopWSWorksheetsDBDashboardsSTStories

Data Preparation

CNData ConnectionsJNJoinsUNUnionsCLData Cleaning

Analytics

CFCalculated FieldsTCTable CalculationsPAParametersSTSets

Visualization

CHChartsMPMapsKPKPI ViewsTTTooltips

Tableau Platform

TCTableau CloudTSTableau ServerPBPublishingSHSharing
12 modules

Course Curriculum

Learn the complete Tableau Desktop + Artificial Intelligence lifecycle from fundamentals to intelligent applications.

01Tableau FundamentalsView module+
  • Tableau ecosystem
  • Tableau Desktop
  • Worksheets & dashboards
  • Marks & shelves
  • Dimensions & measures
  • Basic report design
BuildInteractive Tableau report
02Data Connections & SourcesView module+
  • Excel & CSV
  • SQL databases
  • Cloud data
  • Extracts & live connections
  • Data source management
  • Refresh concepts
BuildMulti-source Tableau dataset
03Data Preparation & CleaningView module+
  • Data types
  • Joins
  • Unions
  • Pivoting
  • Cleaning fields
  • Splitting columns
  • Data preparation workflow
BuildClean business dataset
04Data Modeling & RelationshipsView module+
  • Logical tables
  • Relationships
  • Joins vs relationships
  • Hierarchies
  • Data granularity
  • Model design
BuildSales analytical model
05Calculated FieldsView module+
  • Basic calculations
  • IF & CASE
  • String calculations
  • Date calculations
  • Aggregations
  • Business metrics
BuildBusiness KPI calculation library
06Table Calculations & AnalyticsView module+
  • Running totals
  • Moving averages
  • Rankings
  • Percent of total
  • Window calculations
  • Trend analysis
BuildPerformance analytics report
07Filters, Parameters & SetsView module+
  • Filters
  • Context filters
  • Parameters
  • Sets
  • Groups
  • Dynamic analysis
BuildDynamic business analysis dashboard
08Data VisualizationView module+
  • Bar & column charts
  • Line & area charts
  • Scatter plots
  • Heatmaps
  • Maps
  • KPI cards
  • Visual formatting
BuildExecutive visualization report
09Interactive DashboardsView module+
  • Dashboard layout
  • Filter actions
  • Highlight actions
  • Parameter actions
  • Navigation
  • Tooltips
  • Dashboard performance
BuildInteractive management dashboard
10Advanced Analytics & StorytellingView module+
  • Trend lines
  • Forecasting concepts
  • Reference lines
  • Clustering concepts
  • Story points
  • Data storytelling
BuildBusiness insight story
11Tableau Cloud & ServerView module+
  • Projects & sites
  • Publishing workbooks
  • Permissions
  • Sharing dashboards
  • Refresh concepts
  • Collaboration
BuildPublished Tableau BI workspace
12Capstone & Portfolio ProjectsView module+
  • Sales dashboard
  • Finance dashboard
  • HR analytics
  • Marketing dashboard
  • Operations analytics
  • End-to-end capstone
BuildPortfolio-ready Tableau project
Build while learning

Projects You'll Build

Practical projects turn concepts into a portfolio you can actually showcase.

PROJECT 01

Sales Analytics Dashboard

Analyze business sales data and create an interactive decision-making dashboard.

SQL · Tableau Fundamentals · Pandas · Tableau
PROJECT 02

Customer Churn Prediction

Build a machine learning model to identify customers at risk of churn.

Tableau Fundamentals · Pandas · Scikit-learn
PROJECT 03

Customer Segmentation

Use clustering techniques to identify meaningful customer groups.

Tableau Fundamentals · EDA · K-Means · Visualization
PROJECT 04

Demand Forecasting

Analyze historical business data and build a predictive forecasting workflow.

Tableau Fundamentals · Tableau Data Preparation · Data Transformation
PROJECT 05

AI Document Assistant

Build an AI assistant that answers questions from uploaded business documents.

Tableau Fundamentals · LLM · Embeddings · RAG
PROJECT 06

AI Business Insights

Combine analytics and generative AI to turn business data into useful insights.

Tableau Fundamentals · SQL · Tableau · GenAI
Go beyond the basics

Capstone Projects

Two substantial applications bring Tableau Desktop, Data Transformation, analytics, and AI together.

CAPSTONE 01

End-to-End Dashboards & ML Platform

Build a complete data solution that moves from raw business data to dashboards and predictive insights.

✓ Data ingestion✓ SQL analytics✓ Data cleaning✓ EDA✓ Tableau dashboard✓ Feature engineering✓ ML prediction✓ Model evaluation✓ Business insights✓ Security Executive Reporting workflow
STACK · Tableau Fundamentals · SQL · Pandas · Scikit-learn · Tableau
CAPSTONE 02

Generative AI Knowledge Assistant

Build a grounded AI application that retrieves information from a knowledge base and generates useful responses.

✓ Document ingestion✓ Text chunking✓ Embeddings✓ Vector search✓ RAG pipeline✓ Prompt engineering✓ Context retrieval✓ Response generation✓ Evaluation✓ AI application deployment
STACK · Tableau Fundamentals · LLM · Embeddings · Vector DB · RAG
From raw data to intelligence

Your Learning Journey

01

Learn

Build Tableau Fundamentals, SQL, statistics, and data fundamentals.

02

Analyze

Clean datasets, explore patterns, and communicate insights.

03

Model

Train and evaluate machine learning models.

04

Build

Create AI and Generative AI applications.

05

Deploy

Move analytics and intelligent solutions toward production.

06

Showcase

Build a portfolio that demonstrates real data and AI skills.

More than a curriculum

What You Get

01

Structured Learning

A clear path from Tableau Fundamentals fundamentals to Tableau Desktop + Artificial Intelligence.

02

Hands-On Projects

Learn through practical analytics, ML, and AI applications.

03

10+ Projects

Build a portfolio across analytics, machine learning, and AI.

04

2 Capstone Applications

Develop substantial projects that bring the complete workflow together.

05

Mentorship & Guidance

Get support throughout your learning and project journey.

06

Career Preparation

Prepare your portfolio, resume, LinkedIn, GitHub, and interviews.

Who can join

Who Is This Course For?

Beginners

Start Tableau Desktop + Artificial Intelligence from the fundamentals.

College Students

Build industry-relevant data and AI skills alongside your degree.

Graduates

Bridge the gap between academics and practical data work.

Career Switchers

Follow a structured path into analytics, ML, and AI roles.

Working Professionals

Add modern analytics and AI capabilities to your profile.

Start from zero

Prerequisites

No advanced programming or mathematics knowledge is required. We'll take you from fundamentals to practical Tableau Desktop + Artificial Intelligence step by step.

✓Basic computer knowledge
✓A laptop or desktop
✓Willingness to learn
✓Consistent practice
✓Commitment to building projects
Where it can lead

Career Paths

Your career outcome depends on your skills, portfolio, experience, and interview performance.

Data Analyst ↗Business Analyst ↗Data Scientist ↗Data Transformation Engineer ↗AI Engineer ↗BI Developer ↗GenAI Developer ↗
Questions, answered

Frequently Asked Questions

Is this course beginner-friendly?+
Yes. The course starts with Tableau Fundamentals, SQL, statistics, and data fundamentals before moving into machine learning and AI.
Do I need a CS or mathematics degree?+
No. A CS or mathematics degree is not required. The required concepts are taught progressively.
Will I learn both Tableau Desktop + Artificial Intelligence?+
Yes. The curriculum covers analytics, machine learning, AI fundamentals, Generative AI, Projects & Sites, embeddings, and RAG.
Will I build real projects?+
Yes. Projects are integrated throughout the curriculum, including two major capstone applications.
Will I learn Tableau and SQL?+
Yes. SQL and business intelligence are included so you can work with real business data and communicate insights effectively.
Will I learn Generative AI and RAG?+
Yes. You'll learn LLM fundamentals, prompt engineering, embeddings, vector search, and RAG application workflows.
Is placement guaranteed?+
IT Pratha focuses on technical skill development and career preparation. Employment cannot be guaranteed because hiring depends on the candidate, employer, market conditions, and interview performance.
Your next chapter starts here

Don't Just Analyze Data.
Build Intelligence.

Develop practical skills to analyze data, build predictive models, create AI applications, and take your first step toward a career in Tableau Desktop and Interactive Dashboards.

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