Learn SQL & Excel for Data Analytics in Kolkata (2026 Certification)

In Kolkata’s vibrant business landscape, mastering SQL and Excel is your gateway to unlocking the hidden power of data. Imagine transforming raw numbers into actionable insights that influence decisions across industries from finance to marketing to supply chain. In 2026, specialized certification courses in Kolkata offer hands-on coaching in SQL and Excel, ensuring you gain practical data analytics skills coveted by employers. Beyond just learning syntax and formulas, these programs focus on real datasets and project work designed to make you job-ready and confident in tackling real-world data challenges.

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1. 7Boats Data Analytics Training – Kolkata

This program provides over 100 hours of practical, classroom training that deeply covers advanced Excel and SQL for data analytics, combined with other essential tools like R and Power BI.

• Master advanced Excel features such as complex formulas (VLOOKUP, HLOOKUP, INDEX, MATCH), pivot tables, nested IF statements, and data validation techniques that allow you to manipulate and clean data efficiently.
• Learn SQL querying to retrieve, filter, join, and group data from relational databases, integral for managing business intelligence workflows in Kolkata’s enterprises.
• Projects include analyzing sales data, forecasting trends, and generating detailed reports relevant to Kolkata’s finance and retail markets, reinforcing your learning with tangible experience.
• Training includes data visualization fundamentals with Power BI basics and Tableau for presenting your findings in professional dashboards.
• Industry expert trainers guide you through hands-on assignments and provide insights into real-world applications of analytics in Kolkata businesses.

Why it matters: This course blends foundational Excel and SQL skills with practical projects, equipping learners in Kolkata with in-demand certification and hands-on experience essential for data analyst roles.

2. EME Academy Data Analytics Course With SQL & Excel Focus – Kolkata

EME Academy specializes in a comprehensive six-month course designed for beginners and working professionals focused on developing expertise in SQL, Excel, and complementary tools for real-world data analytics.

• In-depth training on Excel covers data cleaning, advanced functions, conditional formatting, and automation using macros to streamline workflows key skills demanded by Kolkata firms.
• SQL training encompasses data modeling, complex joins, stored procedures, and performance optimization for querying large business datasets typical in Kolkata’s data environments.
• Hands-on projects involving customer segmentation, sales forecasting, and market basket analysis provide real-time experience using business datasets sourced from Kolkata’s companies.
• Additional modules introduce basics of data visualization and predictive analytics supporting decision-making in finance and marketing.
• Placement assistance and career counseling sessions prepare students for Kolkata’s competitive analytics job market.

Why it matters: Offering both foundational and applied SQL and Excel skills alongside practical projects enables learners to bridge the gap between theory and high-impact work in Kolkata’s data analytics roles.

3. Karmick Institute Data Analytics Certification with SQL & Excel – Kolkata

Karmick Institute presents a blended course focusing on practical skills and certification recognized by industry leaders in Kolkata, designed to launch beginners into data analytics careers with strong SQL and Excel capabilities.

• Training includes basics to advanced Excel functionality focusing on efficient data handling, error checking, and insightful dashboard development for business reporting.
• SQL topics provide hands-on practice in complex query writing, database design basics, and optimization strategies essential for handling Kolkata’s commercial data.
• Features real-world case studies and projects tailored to Kolkata’s industry sectors such as banking, logistics, and e-commerce.
• Support from experienced mentors enhances applied learning, project execution, and confidence building for office scenarios.
• Regular workshops and community networking events foster professional growth and job connections within Kolkata’s analytics ecosystem.

Why it matters: This certification offers credibility and practical skills combo, helping Kolkata learners present themselves as capable data professionals ready to tackle industry problems.

4. FITA Academy Applied Data Analytics Course – Ahmedabad

FITA Academy’s offering in Ahmedabad is well-regarded for its practical, hands-on approach focusing on analytic skills through SQL, Excel, and popular tools like Python and R integrated within the curriculum.

• Extensive modules on SQL cover data retrieval, complex queries, subqueries, and database management supporting the analysis of business-critical datasets with precision.
• Excel training emphasizes effective data organization, powerful functions, pivot table analytics, and VBA macros automation used in real-world business scenarios in Ahmedabad.
• Real-time projects focus on supply chain analytics, financial reporting, and customer behavior modeling reflecting Ahmedabad’s key industrial sectors.
• Statistical modeling, data visualization, and machine learning introductions complement the core course, enriching analytical capabilities.
• Continuous mentorship and placement support ensure learners gain industry insights and job readiness.

Why it matters: This course’s real-time project emphasis paired with deep SQL and Excel focus suits Ahmedabad professionals seeking actionable skills that directly impact business decisions.

5. FITA Academy Applied Data Analytics with Hands-On Projects – Ahmedabad

FITA’s certification course offers a project-driven learning experience that covers the end-to-end analytics process featuring applied SQL querying and Excel modeling specific to Ahmedabad’s dynamic business environment.

• Step-by-step guidance on data gathering, cleaning, transformation, and visualization with strong SQL and Excel foundations critical for timely and accurate insights.
• Projects include marketing campaign evaluation, customer segmentation, and predictive analytics for sales trends, enabling learners to build portfolios demonstrating concrete impact.
• Exposure to business intelligence tools and statistical software prepares learners for diverse analytical roles in marketing, finance, and operations.
• Trainers with extensive industry experience provide personalized feedback to sharpen skills throughout the course.
• Active placement training offers interview preparation, resume building, and connections with Ahmedabad’s top analytics employers.

Why it matters: Emphasizing applied learning ensures Ahmedabad students are ready for the practical challenges companies face, accelerating their path to meaningful analytics roles.

6. Weltec Data Analytics Course – Ahmedabad

Weltec offers a certification program built around real-world data analytics challenges, designed for Ahmedabad’s professionals looking to strengthen their SQL and Excel expertise alongside analytics skills.

• Focuses heavily on practical Excel tools like pivot charts, advanced formulae, macros, and dashboards vital for data interpretation and reporting.
• SQL modules include data wrangling, optimization, and complex querying to manage large datasets typical in Ahmedabad’s manufacturing and textile industries.
• Includes capstone projects like inventory management analytics, sales forecasting, and customer lifetime value prediction tailored to Ahmedabad business models.
• Training incorporates the latest analytics trends and tools ensuring learners stay updated with industry demands.
• Placement support connects students with job opportunities in Ahmedabad’s growing analytics sector.

Why it matters: Practicality and updated tool training make this course a top pick for Ahmedabad professionals seeking to elevate their data analytical impact with SQL and Excel mastery.

7. 3Ri Technologies Data Science Training – Ahmedabad

3Ri Technologies offers a focused data analytics training with emphasis on SQL, Excel, and integration with Python and R, aimed at Bangalore and Ahmedabad markets.

• Comprehensive SQL training includes complex joins, window functions, stored procedures, and indexing techniques critical for effective data retrieval.
• Excel modules cover advanced charting, pivot tables, Power Query, and automation with VBA to enhance data-processing efficiency.
• Incorporates hands-on projects analyzing real datasets from Ahmedabad businesses in finance, retail, and manufacturing sectors to enhance practical skills.
• Covers basics of machine learning and Python for analytics expansion into predictive modeling.
• Industry certified trainers and placement support focus on making learners workplace-ready.

Why it matters: This training merges foundational SQL and Excel with progressive analytics tools and projects, suitable for Ahmedabad professionals looking for a comprehensive upskilling path.

8. ACTE Data Analytics Certification Course – Ahmedabad

ACTE’s course blends theoretical grounding and applied analytics, focusing on SQL and Excel proficiency integral to navigating Ahmedabad’s data-driven industries efficiently.

• Offers thorough training in SQL commands, joins, triggers, optimization, alongside Excel data cleaning, analysis, and visualization techniques.
• Realistic case studies and capstone projects simulate Ahmedabad’s industry challenges including supply chain optimizations and customer analytics.
• Provides mentorship and learning support fostering a strong grasp on analytical problem solving and report generation.
• Focuses on practical use cases to refine decision-making behaviors and communication of insights.
• Includes tailored placement support targeting Ahmedabad’s sectors seeking certified analytics talent.

Why it matters: ACTE’s program is designed to build confidence and competence, ensuring learners can apply SQL and Excel skills effectively within Ahmedabad’s fast-evolving analytics market.

Fueler: Amplify Your Data Analytics Journey Through Project Portfolios

While you build your SQL and Excel capabilities through these Kolkata and Ahmedabad courses, showcasing real project work becomes critical to stand out to recruiters. Fueler offers the perfect platform to create a portfolio highlighting your analytics projects, from query optimization to dashboard creation. Demonstrating your hands-on experience in applied data analytics boosts your job prospects and sets you apart in these competitive markets.

Final Thoughts

In 2026, mastering SQL and Excel alongside practical analytics training is foundational for data professionals in Kolkata and Ahmedabad. These recommended courses emphasize hands-on projects, mentorship, and industry relevance, ensuring you acquire skills employers seek. Whether you're starting out or upskilling, focusing on applied data analytics will equip you to contribute effectively and accelerate your career in two of India’s emerging data hubs.

FAQs

1. What are the best SQL and Excel data analytics courses available in Kolkata for 2026?

Leading courses by 7Boats, EME Academy, and Karmick Institute offer extensive hands-on training and certifications.

2. How do applied data analytics courses in Ahmedabad prepare learners for real jobs?

They focus on project-based learning, using real datasets and industry scenarios to develop practical skills tailored to Ahmedabad’s industries.

3. Why are SQL and Excel essential for data analytics beginners?

SQL allows handling and querying large structured datasets while Excel remains vital for data cleaning, analysis, and visualization in business contexts.

4. Can online or classroom courses offer the same value for data analytics in these cities?

Yes, many programs blend online flexibility with live mentorship and projects ensuring comprehensive skill acquisition.

5. How does Fueler assist aspiring data analysts in Kolkata and Ahmedabad?

Fueler helps create and showcase project portfolios, demonstrating your real-world skills and improving visibility to recruiters and hiring managers.

What is Fueler Portfolio?

Fueler is a career portfolio platform that helps companies find the best talent for their organization based on their proof of work. You can create your portfolio on Fueler, thousands of freelancers around the world use Fueler to create their professional-looking portfolios and become financially independent. Discover inspiration for your portfolio

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