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APOTAC Career Program

Data Analytics Course

Become confident with the complete analytics workflow: collect, clean, query, analyse and present business data using industry tools.

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✓Practical Learning✓Real Projects✓Career Support
DA
Data AnalyticsJob-oriented learning program
Duration3–5 Months
LevelBeginner to Advanced
ToolsExcel • SQL • Python • Power BI • Tableau
APOTAC CAREER GUIDANCE

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Career GuidanceGet guidance based on your goals and background.
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Expert MentorshipUnderstand the course, learning path and projects.
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Placement SupportLearn about interview preparation and career support.
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Why APOTAC

Everything you need to become career-ready.

A structured program combining concepts, tools, practical work and career preparation.

01

Excel, SQL, Python and BI tools in one program

Learn through structured guidance, practical exercises and outcome-focused training.

02

Practical business datasets and dashboards

Learn through structured guidance, practical exercises and outcome-focused training.

03

Learn data cleaning and analytical thinking

Learn through structured guidance, practical exercises and outcome-focused training.

04

Power BI and Tableau visualization workflows

Learn through structured guidance, practical exercises and outcome-focused training.

05

Portfolio projects for interviews

Learn through structured guidance, practical exercises and outcome-focused training.

06

Resume, mock interview and placement support

Learn through structured guidance, practical exercises and outcome-focused training.

Course Curriculum

Data Analytics Course — Syllabus

Learn step-by-step from fundamentals to practical projects and interview preparation.

1

Analytics Fundamentals

Business problems, KPIs, data types, analytics lifecycle and requirement understanding.

2

Advanced Excel

Formulas, lookups, PivotTables, charts, dashboards and data preparation.

3

SQL for Analytics

Filtering, joins, aggregation, subqueries, CTEs and window functions.

4

Python for Analytics

Python basics, NumPy, Pandas, cleaning and exploratory data analysis.

5

Statistics for Analysts

Descriptive statistics, probability, distributions, correlation and interpretation.

6

Power BI

Power Query, data modelling, DAX, visuals, reports and interactive dashboards.

7

Tableau & Storytelling

Charts, dashboards, calculated fields and communicating insights.

8

Projects & Career Prep

Portfolio work, resume, assessments, mock interviews and placement readiness.

Practical Experience

Build projects you can talk about in interviews.

Apply what you learn to realistic problems and create a stronger portfolio.

01

Sales Performance Dashboard

Practical project with requirements, implementation, analysis and presentation.

02

Customer Retention Analysis

Practical project with requirements, implementation, analysis and presentation.

03

Marketing Campaign Analysis

Practical project with requirements, implementation, analysis and presentation.

04

HR / Workforce Analytics

Practical project with requirements, implementation, analysis and presentation.

Career Support

Prepare for the next step, not just the final lesson.

Build confidence with profile guidance, practical assessments, mock interviews and role-focused preparation.

  • ✓ Resume and profile building
  • ✓ Project and portfolio guidance
  • ✓ Mock interview practice
  • ✓ Placement-oriented guidance
Career Paths

Roles you can target

Data AnalystBusiness AnalystBI AnalystReporting AnalystMIS/Analytics Executive
FAQs

Frequently Asked Questions

Who can join this data analytics?

The program is designed for students, freshers and working professionals who want structured, practical skills. The exact starting level depends on the course.

Is the course practical?

Yes. The learning path includes hands-on exercises, practical projects, assessments and interview-oriented preparation.

Will I get career support?

APOTAC provides career-focused guidance including profile building, project guidance, mock interviews and placement-oriented preparation.

How can I get the detailed fee and batch information?

Contact APOTAC for the latest fee, schedule, learning mode and batch availability.

Ready to start your Data Analytics journey?

Talk to APOTAC to understand the curriculum, batch schedule and career roadmap.

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