Data Analytics Course (Pro) (Offline Classroom Training)

Our Data Analytics Course (Pro) is an offline classroom training program designed for learners who want advanced data analytics skills with hands-on practice in industry-standard tools. This course goes beyond basic learning and helps you build strong analytical thinking, technical confidence, and real problem-solving ability.

This course is conducted at Brainware Computer Academy (A Unit of Technosoft) in Baguiati, Kolkata. It is ideal for students and working professionals looking for a complete Data Analytics course in Kolkata with in-depth classroom guidance.

You will learn through face-to-face sessions and practical training in Advanced Excel with VBA, Python for Data Analytics, Tableau, and MySQL. With teaching experience since 2001, we follow a step-by-step learning approach that supports beginners and helps them grow into advanced-level learners.

Course Highlights

• Advanced classroom-based data analytics course with four major technology tracks
• Offline learning environment focused on practical data analytics skills
• Advanced Excel: Master PivotTable data models, DAX formulas, Power Query, VBA automation, and customized charts (Waterfall, Funnel, Infographics)
• Python Data Analytics: Work with advanced NumPy and Pandas, Seaborn visualizations, and machine learning models (linear regression, k-means clustering)
• Tableau Business Intelligence: Create interactive dashboards, master LOD Expressions, and implement data scaffolding techniques
• MySQL Database Management: Learn comprehensive database normalization (1NF through 5NF) and CTEs for query optimization
• More in-depth content compared to a basic data analytics course
• Structured academic approach in data analytics course in Kolkata
• Hands-on projects covering real-world analytical scenarios
• Pro-level learning coverage through offline sessions
• Industry-relevant tools and technologies training
• Suitable for learners seeking an advanced data analytics course
• Certification provided after course completion

What You’ll Learn

Advanced Excel for Data Analytics

• Visualizing PivotTable data with dynamic charts and interactive dashboards
• Building data models and creating relationships between tables
• Writing and implementing DAX (Data Analysis Expressions) formulas
• Creating advanced customized charts: Waterfall charts, Funnel charts, and Infographics
• Using Power Query for reshaping, transforming, and cleaning datasets
• Automating repetitive tasks and creating custom functions using VBA (Visual Basic for Applications)
• Advanced data validation and conditional formatting techniques
• What-if analysis and scenario planning tools

Python for Data Analytics

• Advanced NumPy operations: array manipulation, broadcasting, and vectorization
• Advanced Pandas techniques: multi-indexing, pivot tables, merging complex datasets, and time-series analysis
• Data cleaning and preprocessing at scale
• Advanced plotting and data visualization techniques
• Visualizing categorical data using Seaborn library with statistical graphics
• Introduction to machine learning models:
• Linear regression for predictive analytics
• K-means clustering for segmentation analysis
• Working with APIs and web scraping for data collection
• Statistical analysis and hypothesis testing with Python

Tableau for Business Intelligence

• Building interactive and dynamic Tableau dashboards
• Mastering LOD (Level of Detail) Expressions for complex calculations
• Implementing data scaffolding techniques for enhanced visualizations
• Creating calculated fields and parameters for dynamic reporting
• Advanced filtering and drill-down capabilities
• Storytelling with data through Tableau Stories
• Performance optimization for large datasets
• Publishing and sharing dashboards with stakeholders

MySQL Database Management and Normalization

• Understanding and implementing database normalization:
• First Normal Form (1NF): Eliminating repeating groups
• Second Normal Form (2NF): Removing partial dependencies
• Third Normal Form (3NF): Eliminating transitive dependencies
• Boyce-Codd Normal Form (BCNF): Advanced dependency resolution
• Fourth Normal Form (4NF): Multi-valued dependency elimination
• Fifth Normal Form (5NF): Join dependency optimization
• Writing complex SQL queries with JOINs, subqueries, and aggregations
• Using CTEs (Common Table Expressions) for improving query readability and maintainability
• Advanced query optimization and indexing strategies
• Database design best practices for analytical workloads
• Working with views, stored procedures, and triggers

Benefits of This Offline Data Analytics Course

• First, Complete Analytics Tool Training: Learn Excel, Python, Tableau, and MySQL in one integrated program.
• Also, Offline Classroom Learning in Baguiati, Kolkata: Get face-to-face training with flexible batch timings.
• Plus, Expert Instructor Support: Get clear explanations, regular practice, and quick doubt-solving in class.
• At the same time, Hands-on Practical Learning: Work on real datasets and industry-style projects.
• As a result, Career-Focused Skills: Learn the exact tools and techniques used by professional data analysts.
• Moreover, Strong Problem-Solving Training: Improve analytical thinking through case studies and assignments.
• In addition, End-to-End Analytics Workflow: Understand the full process—from data collection to insights and dashboards.
• Along with that, Excel VBA & Automation: Learn automation to boost productivity and stand out in interviews.
• Furthermore, Machine Learning Basics: Build a strong foundation in predictive analytics and ML concepts.
• Similarly, Database Design & Normalization: Learn proper database structure and optimization techniques.
• Most importantly, Step-by-Step Curriculum: Follow a structured learning path for better clarity and mastery.
• After completion, Certification Support: Receive a recognized certificate to showcase your skills.
• Then, Project Portfolio Building: Create projects that strengthen your resume and prove your expertise.
• Finally, Networking & Growth: Learn with a community of students and working professionals.

Career Outcomes After Completing the Course

• Data Analyst – Analyze business data, create reports, and deliver insights using Excel, Python, and Tableau
• Business Intelligence (BI) Analyst – Build interactive dashboards and BI reports for decision-making
• Data Visualization Specialist – Convert complex data into clear visual stories using Tableau and Python
• Business Analyst – Understand business needs and support data-driven solutions
• SQL Developer / SQL Analyst – Write advanced SQL queries and extract useful data from databases
• Junior Data Scientist – Apply machine learning basics for predictive analysis and pattern finding
• Excel Automation Specialist – Automate reports and workflows using VBA in Excel
• MIS Analyst – Manage MIS reports and create executive-level dashboards
• Operations Analyst – Improve business performance using data insights and reporting
• Marketing Analyst – Track customer data and campaign results to improve marketing strategies
• Financial Analyst – Support budgeting, forecasting, and financial reporting with analytics
• Entry-Level Database Administrator (MySQL) – Maintain and optimize MySQL databases for analytics tasks

Who Should Join This Course?

• College students (UG/PG) who want to build strong data analytics skills
• Fresh graduates who want to enter the data analyst job market with practical training
• Working professionals from non-technical backgrounds who want to switch to data analytics
• Excel users who want to move beyond basics and learn automation + advanced reporting
• Business analysts who want to upgrade their skills with Python, Tableau, and SQL
• Aspiring data scientists who first need a strong foundation in data analytics
• MIS and reporting professionals who want to automate work and create better dashboards
• Database learners who want to understand database design and optimization
• Career changers (Finance, Marketing, HR, Operations) who want to work with data confidently
• Freelancers and consultants who want to offer data analytics services to clients
• Entrepreneurs and business owners who want to make data-driven decisions
• Anyone with basic computer knowledge and a strong learning mindset

Prerequisites

To get started, you only need:

• Basic computer knowledge and comfort using Windows
• Basic math and statistics (helpful, but not mandatory)
• Interest in learning analytics tools and problem-solving
• No coding required to start (Python will be taught from scratch)

FAQs- Data Analytics Course (Pro)

What is a Data Analytics Course (Pro)?

A Data Analytics Course (Pro) is an advanced, comprehensive data analytics program that covers in-depth concepts and multiple industry-standard technologies. Unlike basic courses, this Data Analytics (Pro) program offers hands-on classroom training in Advanced Excel (with VBA automation), Python for Data Analytics, Tableau for Business Intelligence, and MySQL database management. In addition, you’ll learn advanced analytics concepts such as machine learning fundamentals and database normalization through a structured step-by-step approach.

How is the Data Analytics Course (Pro) different from a regular Data Analytics course?

The Pro version includes much more comprehensive training across four major tools: Advanced Excel, Python Programming, Tableau, and MySQL.
In comparison, regular data analytics courses usually cover only basic Excel and introductory concepts. As a result, the Pro course better prepares you for real industry roles with job-ready technical skills.

Who should join the Data Analytics Course (Pro)?

This course is suitable for students and recent graduates wanting to enter the data analytics field, working professionals transitioning into data-driven roles, Excel users who want to learn automation and advanced analytics, business analysts expanding their technical skillset, and anyone motivated to learn multiple analytics tools systematically through offline classroom training.

Is the Data Analytics Course (Pro) suitable for beginners?

Yes. The Data Analytics Course (Pro) is designed with a step-by-step curriculum that starts from foundational concepts and progressively builds to advanced topics. Motivated beginners with basic computer knowledge can successfully complete this course.

What topics are covered in the Data Analytics Course (Pro)?

The course covers Advanced Excel, Python for Data Analytics, Tableau (Business Intelligence), and MySQL Database Management. Along with these, you’ll learn automation, data visualization, dashboard creation, machine learning basics, and database normalization.

Does the Data Analytics Course (Pro) include offline classroom training?

Yes. The Data Analytics Course (Pro) is delivered through 100% offline classroom training at the Baguiati, Kolkata campus, allowing direct interaction with instructors, hands-on practice, immediate doubt resolution, and collaborative learning.

Is the Data Analytics Course (Pro) available in Kolkata?

Yes. The Data Analytics Course (Pro) is offered at Brainware Computer Academy, located at VIP Road, Baguiati, Kolkata, with well-equipped computer labs and experienced faculty.

How long does a Data Analytics Course (Pro) usually take?

The Data Analytics Course (Pro) typically runs for 4–6 months, depending on batch schedule and student pace, allowing sufficient time for hands-on practice and mastery of all modules.

What software and tools will I learn in this course?

You will gain hands-on expertise in Advanced Microsoft Excel, as well as Python using libraries like NumPy and Pandas. Additionally, you’ll learn Tableau Desktop for dashboards and MySQL for database management and querying.

What certification is provided after completing the Data Analytics Course (Pro)?

After successful completion, students receive a Data Analytics Course (Pro) Completion Certificate from Brainware Computer Academy, demonstrating advanced competency across Excel, Python, Tableau, and MySQL.

Looking for a Data Analytics (Pro) Course Near You?

If you’re searching for a Data Analytics course near me or Data Analytics training in Baguiati, then join our Data Analytics (Pro) course in Kolkata. Here, you’ll build industry-ready skills through offline classroom learning.

This course is ideal for students and professionals who want to learn data analysis from basics to advanced with hands-on projects, real datasets, and expert classroom guidance.

📍Location: Baguiati, V.I.P. Road, Kolkata
📞Call: +91 98309 36993 to know batch details or book a FREE demo class and start your data analytics career with confidence.