Piyush P
May 14, 2026
The best data analytics institutes in India in 2026 are Edoxi (4.9/5), ISB, Praxis Business School, Great Learning, and IIM Bangalore, each suited to a different learner profile. Edoxi leads for industry-ready professional training, ISB and IIM Bangalore for senior managers and leaders, and Praxis for full postgraduate depth.
India's data analytics job market is accelerating. With India projected to need over 11 million data professionals by 2026 and annual job growth running at roughly 28% (NASSCOM), choosing the wrong institute is a costly mistake. The difference between a credential that fast-tracks your career and one that gathers digital dust often comes down to curriculum depth, tool coverage, and faculty quality.
This guide evaluates the top 10 data analytics institutes in India for 2026, weighing course structure, placement outcomes, Google ratings, and how well each institution prepares learners for what employers actually test: SQL, Python, Power BI, and real-world problem-solving.
Whether you're a fresher, a working professional switching tracks, or a manager seeking strategic analytics skills, use this comparison to decide on where to take the data analytics certification that holds up in the job market.
|
# |
Institute |
Google Rating |
Best For |
Signature Strength |
|
1 |
Edoxi |
4.9 / 5 |
Industry-ready professionals |
Real-dataset projects, Power BI & Python focus |
|
2 |
Praxis Business School |
4.4 / 5 |
Postgraduate learners |
Rigorous PG program in Data Science |
|
3 |
Great Learning |
4.3 / 5 |
Working professionals |
Industry alumni network, blended delivery |
|
4 |
Indian School of Business (ISB) |
4.5 / 5 |
Senior managers/leaders |
AMPBA with Gen AI & capstone industry project |
|
5 |
Jigsaw Academy |
3.8 / 5 |
Hands-on learners |
Case-study driven, industry-co-designed courses |
|
6 |
AnalytixLabs |
3.8 / 5 |
Multi-track aspirants |
Specialisations across DS, BA, and Big Data |
|
7 |
Imarticus Learning |
4.3 / 5 |
Finance + analytics combo |
Financial Analytics specialisation |
|
8 |
IMS Proschool |
4.1 / 5 |
Diploma seekers |
Industry partner network for live project exposure |
|
9 |
Manipal ProLearn |
4.2 / 5 |
Blended/flexible learners |
Online + classroom hybrid model |
|
10 |
Analytic Square |
3.9 / 5 |
ML-focused learners |
Applied Machine Learning and Data Science tracks |
Also check out: Best Data Analytics Certifications
Google Rating: 4.9 / 5
Program Type: Professional Certification
Mode: Online & Classroom
Edoxi stands out for its project-driven training model, where learners work on real datasets and industry tools, including Power BI, Python, SQL, and Tableau. Rather than following a lecture-heavy format, the curriculum is built around applied problem-solving, making it particularly effective for career switchers and working professionals who need immediate industry readiness, not just theoretical exposure.
Explore: Data Analytics Certification Course in various locations,
Bangalore | Dubai | London | Amsterdam | Qatar
Google Rating: 4.4 / 5
Program Type: Post Graduate Program
Mode: Full-Time Classroom
Praxis Business School's Post Graduate Program in Data Science is structured for learners who want depth alongside credentials. The curriculum covers data mining, machine learning, and predictive analytics with a level of rigour that competes with traditional B-school programs. Its strong industry network ensures students engage with real business challenges, not just textbook exercises.
Google Rating: 4.3 / 5
Program Type: Online PG Program
Mode: Online / Hybrid
Great Learning's Data Science and Business Analytics program is built for mid-career professionals who cannot step away from work for full-time study. The program integrates both technical and business dimensions of analytics, covering Python, statistical modelling, and business decision-making, while delivering live mentorship from industry practitioners.
Google Rating: 4.5 / 5
Program: AMPBA (Advanced Management Programme in Business Analytics)
Duration: 12 months
ISB's AMPBA is designed for professionals who already hold decision-making roles and need to integrate data intelligence into their leadership practice.
The 12-month blended program covers core modules in Optimisation, Machine Learning, and Generative AI, alongside applied modules in Marketing Analytics, Finance, and Supply Chain, culminating in a three-month industry-sponsored capstone project.
Google Rating: 3.8 / 5
Program Type: Certification & PG Diploma
Mode: Online
Jigsaw Academy structures its Data Science programs around an extensive case study methodology, co-designed with domain practitioners. Each module challenges learners to replicate decisions that real analysts face, making the learning experience closer to on-the-job exposure than a conventional online course.
Google Rating: 3.8 / 5
Program Type: Certification / Diploma
Mode: Online & Classroom
AnalytixLabs offers one of the widest track selections among India's analytics educators, covering Data Science, Business Analytics, and Big Data Analytics as distinct, dedicated learning paths. Faculty drawn from active industry roles ensures that course content reflects live tool usage rather than legacy syllabi.
Google Rating: 4.3 / 5
Program Type: Professional Certification
Mode: Online & Classroom
Imarticus Learning occupies a distinct position by offering Financial Analytics as a dedicated track alongside its Data Science and Business Analytics programs. For candidates eyeing BFSI roles, banking, investment management, or fintech, this specialisation provides a tangible advantage over generic analytics credentials.
Google Rating: 4.1 / 5
Program Type: Diploma in Data Science & Business Analytics
Mode: Classroom & Online
IMS Proschool's diploma-format program pairs structured academic coursework with live project access via its industry partner network. Learners gain exposure to operational data challenges from partner companies throughout the program, rather than only at the end in a capstone phase.
Google Rating: 4.2 / 5
Program Type: PG Program in Data Science
Mode: Online + Classroom (Blended)
Manipal ProLearn's hybrid delivery model addresses a common tension in analytics education: the need for self-paced flexibility without sacrificing the accountability structure of classroom interaction. The program covers statistical analysis, machine learning, and predictive modelling, with industry experts shaping module content and delivery.
Google Rating: 3.9 / 5
Program Type: Certification & Specialised Courses
Mode: Online & Classroom
Analytic Square's training model gives learners significant exposure to Machine Learning alongside foundational analytics, making it a suitable option for candidates whose target roles involve building or maintaining predictive models, not just interpreting dashboards.
If your goal is a research career, a deep-tech role at a global capability centre, or a transition into data science leadership, India's premier academic institutions offer programs that professional certifications cannot match in rigour or brand equity.
|
Institution |
Program |
Median Salary |
Best For |
|
M.Tech (CDS) |
₹28 LPA (up to ₹86 LPA) |
R&D, deep-tech data science |
|
|
PGP-BA (MBA) |
₹34.88 LPA avg |
Analytics leadership in consulting/BFSI |
|
|
ISB (AMPBA) |
Executive PG |
Senior role fast-track |
Senior managers, C-suite track |
|
Tri-Institute PGDBA* |
PG Diploma |
₹30.5 LPA median |
Statistical + management hybrid |
*Tri-Institute PGDBA: Collaborative program by IIM Calcutta, ISI Kolkata, and IIT Kharagpur. Includes a mandatory 6-month industry internship.
India’s employers actually test skills like SQL, Power BI, Tableau, Excel, Statistics, and Gen AI when they hire data analysts. Before enrolling, verify that your chosen program covers the following data analytics tools. These appeared most frequently across 500+ data analyst job listings on Naukri and LinkedIn India in 2026:
|
Tool / Skill |
% of Job Listings |
Why It Matters |
|
SQL |
94% |
Foundation of data extraction; tested in virtually every analytics interview |
|
Power BI / Tableau |
82% |
Employers need analysts who can build, not just interpret, dashboards |
|
Python (Pandas, NumPy) |
78% |
Automation, data wrangling, and increasingly ML workflows |
|
71% |
Still the primary reporting tool in 70%+ of non-tech organisations |
|
|
Statistics / Probability |
55% |
Required for interpreting results correctly and avoiding analytical errors |
|
Gen AI / LLM Basics |
Growing fast |
ISB, NIIT and top programs have added Gen AI modules to 2025-26 curricula |
Discover the Reasons Why You Should Do Data Analytics with Power BI
Understanding salary ranges helps you evaluate the ROI of any program you're considering. Here is what the market shows in 2026:
|
Role |
Entry-Level (LPA) |
Mid-Level (LPA) |
Senior (LPA) |
|
₹4.5 – 7 |
₹8 – 14 |
₹18 – 25+ |
|
|
₹6 – 10 |
₹12 – 22 |
₹28 – 40+ |
|
|
ML Engineer |
₹7 – 12 |
₹15 – 25 |
₹30 – 50+ |
|
₹4 – 7 |
₹8 – 14 |
₹16 – 22 |
|
|
Quantitative Analyst |
₹10 – 14 |
₹16 – 25 |
₹28 – 45+ |
Location matters: Bengaluru, Hyderabad, Pune, and Delhi-NCR consistently offer 20–35% higher packages than other Indian cities for the same role and experience level. Roles requiring all five core tools (SQL, Python, Power BI, Excel, Statistics) command 35–45% above-average salaries.
Disclaimer: Salary ranges and market data are drawn from Glassdoor (March 2026), NASSCOM projections, and publicly available job board aggregations. Institute Google ratings are as reported at the time of publication. Rankings reflect editorial assessment and do not constitute paid endorsement.
Before comparing institutes, it's worth understanding what the job market actually looks like in 2026. These numbers define what a quality program should prepare you for:
|
Market Indicator |
2026 Data Point |
|
Projected data professionals needed |
11+ million by 2026 (NASSCOM) |
|
Annual job growth rate |
~28% year-on-year |
|
Entry-level data analyst salary |
₹4.5–7 LPA (avg. ₹6.5 LPA, Glassdoor) |
|
Senior/experienced analyst salary |
₹15–25+ LPA |
|
Top tool in job listings (Naukri/LinkedIn) |
SQL — 94% of postings require it |
|
Other must-have tools |
Python (78%), Power BI/Tableau (82%), Excel (71%) |
Sources: Glassdoor, LinkedIn, Naukri, NASSCOM
Key takeaway: Any institute worth your time should explicitly cover all five tool categories above. A course that skips SQL or avoids hands-on Python will leave visible gaps in your interview performance.
Not all programs serve the same learner. Before comparing institutes, identify your profile:
|
Your Profile |
Best Program Type |
What to Prioritise |
|
Fresher / No coding background |
Professional certification / EdTech |
Placement support, beginner-friendly tools |
|
Working professional (career switch) |
Intensive online program (Edoxi, Scaler) |
Flexible schedule, job-ready curriculum |
|
Wants academic credibility |
IIT/IIM program or postgrad diploma |
NIRF rank, alumni network, brand recognition |
|
Research / deep technical role |
IISc, IIT M.Tech via GATE |
Dissertation, publication record, lab access |
|
Manager seeking strategic analytics |
ISB AMPBA, IIM Bangalore PGP-BA |
Business strategy integration, leadership lens |
With your profile in mind, here is how the top 10 institutes in India stack up.
The right institute depends on where you are and where you're going, not just what has the highest Google rating. Here's a distilled decision guide:
Microsoft Azure Certified Data Science Trainer
Piyush P is a Microsoft-Certified Data Scientist and Technical Trainer with 12 years of development and training experience. He is now part of Edoxi Training Institute's expert training team and imparts technical training on Microsoft Azure Data Science. While being a certified trainer of Microsoft Azure, he seeks to increase his data science and analytics efficiency.