WillsEducation
Updated for 2026

Become a Data Analyst

Learn to ask sharper questions, build clearer reporting, and present insight that leaders trust.

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CourseReport4.7/5

Months

Part-time

Projects

Portfolio

Tools

Industry-std

1:1

Mentorship

Personal

What is Data Analytics?

Data Analytics is the practice of turning raw business data into clear, actionable answers. Every company from Amazon UK to Deloitte needs analysts who can query databases, build dashboards, and tell a story with numbers. In 6 months you will learn SQL, spreadsheets, BI tools like Tableau and Power BI, and the narrative skills that make leaders trust your work.

What is Data Analytics?
Data Analyst is the #1 entry-level role into tech with 25% YoY growth in openings.

Curriculum

A paced roadmap,not a chapter list.

Each phase moves from competence building into portfolio-visible output.

01

Timeline

Weeks 1-5

Analytics Foundations

Learn data basics, spreadsheet thinking, and business metric framing.

MetricsSpreadsheet logicBusiness questionsData hygiene
02

Timeline

Weeks 6-12

SQL and Structured Analysis

Query data confidently and translate raw tables into usable answers.

SQLJoinsCTEsStructured problem solving
03

Timeline

Weeks 13-20

Dashboards and Storytelling

Build dashboards that are readable, useful, and persuasive.

BI toolsVisualizationNarrative designStakeholder presentation
04

Timeline

Weeks 21-24

Career Packaging

Turn projects into evidence for analyst hiring conversations.

Portfolio projectsResume positioningMock interviewsCase walkthroughs

Where can your Data Analytics Mastery training take you?

Data Analyst

Translate business questions into clean analysis, dashboards, and actionable recommendations across teams.

$65,000

starting pay for
Data Analysts

BI Analyst

Design KPI frameworks, build executive dashboards, and be the bridge between data and decisions.

$75,000

starting pay for
BI Analysts

Product Analyst

Decode user behaviour, run A/B experiments, and deliver insights product teams cannot ship without.

$85,000

starting pay for
Product Analysts

Operations Analyst

Use data to improve workflows, performance, and reporting quality across functions.

$68,000

starting pay for
Operations Analysts

Sources: Glassdoor.in
and LinkedIn Salary Insights

Data Analytics is a high-income career track with strong upward mobility

Career Salary Progression

Select a market benchmark to view salary estimates at different experience stages.

Stage 01Baseline
$65K/ yr

Global Benchmark Salary

Entry level
Stage 02+31% Growth
$85K/ yr

Global Benchmark Salary

1-3 years
Stage 03+77% Growth
$115K/ yr

Global Benchmark Salary

4-6 years
Stage 04+131% Growth
$150K/ yr

Global Benchmark Salary

7-9 years

Source: Glassdoor.com and LinkedIn Salary Insights

You after Wills Education

A clear picture of the professional profile you will build over the program.

Data Analyst

Data Analyst

LinkedInGitHub

$70,000

Expected salary

Hard Skills

SQLExcelPower BITableauPython basicsPandasGoogle SheetsBigQueryLooker StudioData cleaningETL basicsGitPresentation

Soft Skills

Business thinkingCuriosityStakeholder empathyStructured communicationAttention to detail

Education

Data Analytics Program

Projects

E-commerce Analytics Dashboard

Built a revenue, retention, and funnel dashboard using SQL, Python, and Tableau for a D2C business case.

Tools Covered

The stack is organized around capability, not feature-name overload.

Grouping tools by what they enable keeps the learning story cleaner and more persuasive.

Core

SQLExcelGoogle SheetsData cleaning

Dashboards

Power BITableauStorytellingMetrics design

Workflow

Python basicsDocumentationPresentationBusiness framing

Real-World Applications

Where your skills meet multiple industries.

See how the curriculum of the **Data Analytics** program is directly applied in solving critical challenges across global sectors. Click any industry to view practice projects you can build.

Healthcare Use Case

Data Analytics

Tableau-based operational dashboards for hospital administrators to track emergency room throughput, bed occupancy rates, and surgery room utilization.

Education Use Case

Data Analytics

Tableau-based learning dashboards illustrating course completions, concept mastery indicators, and instructor workloads.

Finance Use Case

Data Analytics

Interactive executive dashboards displaying liquidity positions, asset class exposure, and compliance metric ratios.

Retail Use Case

Data Analytics

Tableau storefront heatmaps showing checkout drop-offs, inventory turnover, and coupon redemption ratios.

Manufacturing Use Case

Data Analytics

Scada operational dashboards displaying assembly yields, machine uptime metrics, and defect ratios.

Cybersecurity Use Case

Data Analytics

Security operations center (SOC) dashboards displaying active threats, compliance ratios, and patch levels.

Agriculture Use Case

Data Analytics

GIS mapping dashboards showing soil moisture, temperature, and crop health metrics.

Logistics Use Case

Data Analytics

Tableau-based tracking dashboards displaying shipment statuses, transit times, and warehouse volumes.

Marketing Use Case

Data Analytics

Tableau-based campaign dashboards showing click rates, conversion funnels, and ad spend efficiency.

Government Use Case

Data Analytics

Tableau-based public spend dashboards displaying budget utilization, project timelines, and department allocations.

Aerospace and Defense Use Case

Data Analytics

Interactive cockpit telemetry dashboards compiling airframe pressure, fuel consumption, and altitude shifts.

Automotive and Transportation Manufacturing Use Case

Data Analytics

Connected car telemetry dashboards monitoring fuel efficiency, driver habits, and diagnostic codes.

Chemicals and Plastics Use Case

Data Analytics

Factory mixing dashboards displaying tank pressures, fluid levels, and batch completion rates.

Construction and Infrastructure Use Case

Data Analytics

Project progress dashboards compiling task completions, material spends, and labor hours.

Consulting and Professional Services Use Case

Data Analytics

Tableau-based business dashboards monitoring firm utilization, project margins, and billable metrics.

Entertainment, Arts, and Recreation Use Case

Data Analytics

Audience analytics dashboards tracking dynamic click rates, views, and subscription logs.

Fashion, Apparel, and Textiles Use Case

Data Analytics

Inventory tracking dashboards displaying warehouse volumes, sales velocities, and return rates.

Fishing, Hunting, and Aquaculture Use Case

Data Analytics

Ocean telemetry dashboards compiling water temperatures, salinity, and fish weight logs.

Food, Beverage, and Tobacco Processing Use Case

Data Analytics

Interactive quality dashboards tracking batch temperatures, shipping delays, and waste logs.

Hospitality, Travel, and Tourism Use Case

Data Analytics

Operational dashboards tracking reservation checkouts, room occupancies, and customer satisfaction logs.

Information Technology (IT) and Software Use Case

Data Analytics

Infrastructure monitoring dashboards displaying network request rates, database latencies, and error codes.

Legal Services Use Case

Data Analytics

Operational dashboards tracking attorney caseloads, billable hours, and case statuses.

Mining, Quarrying, and Mineral Extraction Use Case

Data Analytics

Extraction production dashboards compiling daily yields, material margins, and labor hours.

Non-profit and Non-Governmental Organizations (NGOs) Use Case

Data Analytics

Tableau-based dashboards monitoring organization spends, campaign performance, and donor counts.

Oil, Gas, and Renewable Energy Use Case

Data Analytics

Generation production dashboards compiling daily yields, material margins, and active grid loads.

Real Estate and Property Management Use Case

Data Analytics

Operational dashboards tracking property occupancy, repair checkouts, and customer ratings.

Research and Development (R&D) Use Case

Data Analytics

Lab experiment dashboards displaying temperature graphs, device logs, and task completion speeds.

Telecommunications Use Case

Data Analytics

Generation production dashboards compiling daily yields, cell tower performance, and active network load metrics.

Who It's For

A role-aware structure for learners with different starting points.

A practical analytics track for beginners and early-career professionals who want practical SQL, dashboards, business thinking, and a clean route into analyst roles.

Career switchers

Enter analytics with a practical, employer-readable portfolio rather than a vague certificate.

Ops and business professionals

Upgrade reporting skills into analysis that drives decisions, not just exports.

Fresh graduates

Build a cleaner first role profile with SQL, dashboards, and storytelling.

Placement Support

Career support is presented as a structured process, not a vague promise.

The same trust-first system used on the homepage carries through to each program detail page.

01

Position

Refine the story you tell about your background, projects, and direction.

02

Package

Turn assignments into portfolio assets, case studies, and stronger proof.

03

Pursue

Move into applications and interviews with clearer materials and tighter narratives.

FAQ

Questions learners ask before choosing Data Analytics.

Yes. This is the most beginner-friendly path in the portfolio. The structure assumes you need practical skill-building, not prior technical depth.