About This Course
Data Analytics is the entry point to India's most in-demand career category. Every company — from startups to Fortune 500s — needs professionals who can collect data, clean it, explore patterns, build dashboards and translate findings into business recommendations. Aapvex's programme covers the full analyst stack: Excel for rapid analysis, SQL for database querying, Power BI for dashboards and Python for automation and deeper analysis.
What makes this course different is the business-first approach. Every tool is taught through a real business problem — how do you analyse monthly sales performance? Why did customer churn increase in Q3? Which marketing channel has the best ROI? By the end, you will not just know the tools — you will know how to frame business questions, find answers in data and communicate them to non-technical stakeholders. That is the skill companies actually pay for.
What You Will Learn — Full Curriculum
The programme is structured in 5 modules, each culminating in a mini-project. You complete a capstone project in the final week that integrates all tools into a single business analytics case.
Tools & Technologies Covered
Who Should Join This Course?
- Fresh graduates seeking data analyst roles
- Working professionals wanting data-driven career growth
- HR, finance & marketing professionals adding analytics skills
- MBA graduates targeting business analyst / BI roles
- Excel users wanting to upgrade to SQL & Power BI
- Anyone switching careers into data & analytics
Prerequisites:
- Basic Excel familiarity (helpful but not mandatory)
- No coding experience required — Python taught from scratch
- A laptop with internet connection for labs
Career Path After This Course
Salary & Job Roles
| Job Role | Salary Range | Key Skills Used |
|---|---|---|
| Junior Data Analyst | ₹3.5L–₹6L/yr | Excel, SQL, basic dashboards |
| Data Analyst | ₹6L–₹11L/yr | SQL, Power BI, Python EDA |
| Business Analyst | ₹7L–₹14L/yr | Requirements, data, stakeholders |
| BI Analyst / BI Developer | ₹8L–₹16L/yr | Power BI, DAX, data modelling |
| Analytics Consultant | ₹12L–₹24L/yr | Insights, strategy, client-facing |
| Analytics Manager (5yr) | ₹18L–₹32L/yr | Team lead, roadmap, governance |
Industries Hiring Data Analytics Professionals
Frequently Asked Questions
Data Analytics focuses on analysing existing data to answer specific business questions — using Excel, SQL, Power BI and Python to produce reports, dashboards and insights. Data Science goes further into building predictive models, machine learning algorithms and AI systems. Data Analytics is the ideal starting point for most professionals and has a larger number of job openings at the entry level. Aapvex offers both — you can start with Data Analytics and upgrade to Data Science after.
Yes — and many of Aapvex's most successful data analyst graduates come from non-technical backgrounds including HR, finance, marketing and operations. Data analytics requires logical thinking, curiosity about data and willingness to learn tools — not a computer science degree. The tools (Excel, SQL, Power BI) are designed for business users, and Python is taught from absolute basics in this course.
Both are valuable, but Power BI has a larger market share in India — particularly in IT services, BFSI and manufacturing companies. It is also more affordable (included in Microsoft 365) making it the default choice for most Indian employers. Aapvex's Data Analytics programme focuses on Power BI with an introduction to Tableau. A dedicated Tableau course is also available separately if you want deep expertise in both tools.
SQL is arguably the single most important skill for a data analyst. Almost all business data lives in relational databases — and SQL is how you extract, filter, join and aggregate it. Employers consistently rank SQL as the #1 skill they look for in data analyst job listings. Aapvex's programme dedicates 2 full modules to SQL, taking you from basic SELECT queries to advanced window functions and query optimisation.
Most Aapvex data analytics graduates get their first data role within 6–12 weeks of completing the programme. The key is the portfolio — our 6 live projects and capstone case study give you tangible proof of skill that shortens the job search dramatically. Students who actively use placement support (resume review, mock interviews, LinkedIn profile) typically get placed fastest.
You will build 6 live projects: (1) Sales Performance Dashboard in Excel with dynamic charts, (2) Customer Segmentation analysis in SQL, (3) HR Attrition Dashboard in Power BI, (4) Marketing ROI Analysis using Python Pandas, (5) Financial KPI Report with storytelling narrative, and (6) a full Capstone Business Analytics case study that integrates all tools. All projects are added to your GitHub portfolio.
The course covers all three. Python (Pandas, Matplotlib) is Module 4 of the programme and is taught specifically for data analysis tasks — not general programming. You will use Python for data cleaning automation, exploratory data analysis and data visualisation. For students who want to go deeper into Python and machine learning after completing this course, Aapvex's Data Science with Python programme is a natural next step.
Top companies hiring data analysts in India include TCS, Infosys, Wipro, Accenture, Deloitte, KPMG, EY, Amazon, Flipkart, Swiggy, Zomato, HDFC Bank, ICICI Bank, Bajaj Finance, and hundreds of GCCs and funded startups. The highest-paying entry-level data roles are at product companies (Amazon, Flipkart, PhonePe) and BFSI firms. Aapvex's placement network covers all these sectors.
There is no government-mandated certification for data analytics, but several globally recognised credentials are highly valued: Microsoft Certified Power BI Data Analyst (PL-300), Google Data Analytics Professional Certificate, IBM Data Analyst Professional Certificate and Meta Data Analyst Certificate. Aapvex's course prepares you for the PL-300 (Power BI) exam and provides guidance for other credentials throughout training.
The Data Analytics programme starts from ₹18,999. No-cost EMI options are available across 3, 6 and 12 months. Group discounts apply for 3 or more participants from the same organisation. Call 7796731656 or WhatsApp for the current batch schedule, fee details and any running offers.