Innomatics Research Labs — Data Science and Data Analytics programs

Best Data Science & Data Analytics Training Institute in Bengaluru

Explore IIT Certification Programs in Data Science, GenAI, Agentic AI & Data Analytics

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Innomatics Research Labs offers industry-focused training in Data Science, Data Analytics, Artificial Intelligence, Machine Learning, Generative AI, and Agentic AI. Build in-demand skills through hands-on projects, real-world case studies, and expert mentoring. Explore certification programs associated with TIH at IIT Bombay and IIT Patna, along with NASSCOM FutureSkills Prime certification. Choose online or classroom training in Bengaluru and benefit from internship opportunities, mock interview preparation, and placement assistance to support your career goals.

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DATA SCIENCE

TIH at IIT Bombay - Data Science with GenAI & Agentic AI

Build practical expertise in Python, Machine Learning, statistical modeling, and Generative AI. Apply modern AI techniques to solve real-world problems and develop data-driven solutions.

Data Science Machine Learning GenAI

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PROGRAM CURRICULUM

What you'll learn

14 Modules

Python Programming Python fundamentals, functions, OOP and problem solving

EDA & Statistics Exploratory data analysis, statistics and data interpretation

SQL & Databases Queries, joins, subqueries, aggregations and databases

Excel & Power BI Data analysis, dashboards and business reporting

Machine Learning Supervised and unsupervised learning with practical projects

GenAI for Data Analysts AI-assisted analysis, prompting and productivity workflows

Applied Machine Learning Feature engineering, model tuning and real-world applications

Deep Learning Neural networks and deep learning applications

NLP with Transformers Text processing, embeddings and transformer architectures

Advanced GenAI Generative AI applications and Agentic AI workflows

LLMs & LLMOps Large language models, deployment and production

Computer Vision OpenCV, CNNs and image-based AI applications

Real-World Projects Industry-oriented projects using data and AI

Capstone Project Build and present a complete end-to-end solution

DATA ANALYTICS

TIH at IIT Patna - Data Analytics With GenAI

Transform raw data into actionable business insights. Develop practical capabilities in data analysis, visualization, reporting and AI-powered analytics to support business decisions.

Data Analytics Business Intelligence AI-powered Analytics

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PROGRAM CURRICULUM

What you'll learn

07 Modules

Python Programming Python fundamentals, data structures, functions and programming for data analysis

Exploratory Data Analysis with Applied Statistics Data cleaning, statistical analysis, data visualization and pattern identification

MySQL for Analysts SQL queries, joins, aggregations, subqueries and database management

Business Intelligence & Power BI Interactive dashboards, data modeling, DAX and business performance reporting

Machine Learning Foundations Supervised and unsupervised learning, model training and performance evaluation

GenAI for Data Analytics Generative AI tools, prompt engineering and AI-powered data analysis workflows

Data Analytics Projects & Capstone Apply your skills to real-world datasets, solve business problems and present insights

Why Choose an IIT Certification Program?

Build your skills with practical projects, expert guidance, and career-focused training through certification programs associated with IIT Bombay and IIT Patna.

IIT-Associated Learning Ecosystem

Explore eligible programs associated with Technology Innovation Hubs at IITs, subject to each program's terms.

Industry-Relevant Skills

Build knowledge around data, analytics, machine learning, and emerging AI technologies.

Practical Project Experience

Apply concepts through hands-on exercises and projects aligned with your learning path.

Expert Guidance

Get learning support and guidance to help you work through technical concepts.

Portfolio Development

Build project work that helps demonstrate your skills to potential employers.

Career-Focused Learning

Choose a learning path suited to your current experience and future career goals.

Master In-Demand Tools for Data Science, Analytics & AI

Get familiar with widely used tools and technologies across Data Analytics, Data Science, Machine Learning, and Generative AI.

Learn Skills That Move Your Career Forward

Build practical skills with a learning experience designed around real-world applications.

Hands-On Learning

Strengthen your understanding through practical exercises, guided activities and project work.

Industry-Relevant Skills

Explore modern tools and technologies relevant to data analytics, data science and AI.

Mentorship & Guidance

Get guidance as you learn new concepts, practise skills and work through challenges.

Project-Based Experience

Apply your knowledge to projects and build a portfolio that showcases your learning.

Connected to the Industry

Explore companies across the technology and business ecosystem.

Learning. Building. Growing Together.

A glimpse into our learning community, hands-on experiences, collaborative projects and student journey.

Turn Your Skills Into Career Opportunities

Build practical skills in Data Science, Data Analytics and AI to explore exciting career paths across the technology industry.

Data Analyst

Analyze data, identify trends and communicate business insights.

Business Intelligence Analyst

Create reports and dashboards that support informed decisions.

Data Scientist

Use statistics, Python and machine learning to solve problems.

AI / Machine Learning Associate

Explore AI models, machine learning and intelligent applications.

Data Visualization Specialist

Turn complex information into clear, meaningful visual stories.

Explore Our Programs

Professional analyzing data and working with analytics dashboards

Showcase Your Learning Achievement

Explore sample certificate designs and understand the recognition associated with your selected program.

Sample certificate for an eligible IIT-associated program

Sample professional course completion certificate

Compare Your Learning Experience

Choose a learning path that combines practical skills, expert guidance and IIT-associated certification opportunities.

Innomatics

✓

✓Industry-relevant curriculumStructured learning aligned with evolving industry needs.
✓Beginner-friendly learningBuild your foundation step by step with guided learning.
✓IIT-associated certification pathwaysEligible programs associated with TIH at IIT Bombay or TIH at IIT Patna, subject to program terms.
✓Generative AI integrationExplore modern AI concepts and relevant applications.
✓Career-focused specialisationsLearning pathways tailored to your chosen domain.
✓Practical projects and case studiesApply concepts to hands-on tasks and real-world scenarios.
✓Capstone project experienceBring your skills together through project-based learning.
✓Mentorship and learning supportGet guidance as you progress through your program.
✓Career and alumni supportAccess available career guidance and learner opportunities.

Other institutions

×Curriculum varies by providerIndustry relevance depends on the course and its updates.
×Beginner support variesLearning structure and guidance differ across programs.
×IIT-associated certification not universalCertification partnerships depend on the individual provider and program.
×GenAI coverage variesDepth of AI topics depends on the curriculum.
×Specialisations varyAvailable career tracks differ by course.
×Project work variesPractical exposure depends on the learning format.
×Capstone projects varyProject scope and evaluation differ across providers.
×Mentorship variesAccess to instructors and support depends on the program.
×Career support variesCareer services and alumni networks differ by provider.

Frequently Asked Questions

Find answers to common questions before choosing your program.

Does the Data Science course include Generative AI and Agentic AI?

Yes, the Data Science course at Innomatics Research Labs covers core Data Science concepts alongside Generative AI and Agentic AI skills. Learners develop practical knowledge of Python, SQL, data analysis, statistics, and Machine Learning before exploring how modern AI technologies can support data-driven problem-solving. The training aims to help learners understand how to analyze data, build predictive models, and explore AI-powered workflows through practical exercises and projects.

Does Innomatics Research Labs offer a TIH at IIT Bombay certification programme with Data Science training?

Yes, Innomatics Research Labs offers a Data Science and Generative AI programme associated with the TIH at IIT Bombay certification programme. The training combines structured learning with practical exercises and industry-relevant projects to help learners build skills in Data Science, Machine Learning, and modern AI technologies. Prospective learners should review the official programme details for information about certification eligibility, assessment requirements, and the terms applicable to receiving the certificate.

Do I need prior coding knowledge to join the Data Science course?

Prior coding knowledge can be helpful, but beginners may be able to start with foundational programming concepts, depending on the course's entry requirements. The training can introduce Python and SQL before progressing to data analysis, statistical concepts, Machine Learning, and AI applications. Regular practice and hands-on exercises help learners strengthen their programming skills and understand how coding solves real-world data problems.

What practical projects will I work on during the Data Science training?

The Data Science training emphasizes applying analytical and machine learning concepts to practical problems. Example project areas include customer churn prediction, sales forecasting, customer segmentation, exploratory data analysis, and predictive modeling. Learners may also explore Generative AI applications and Agentic AI workflows, depending on the curriculum. These projects help develop skills in data preparation, model development, evaluation, interpretation, and communicating insights.

How can I enroll in the Data Science with Generative AI programme at Innomatics Research Labs?

To enroll, visit the official Innomatics Research Labs website and explore the Data Science with Generative AI course page. Review the curriculum, eligibility requirements, training format, project work, course fees, and TIH at IIT Bombay certification details. You can then contact the admissions team to confirm upcoming batches, available learning options, payment plans, and the registration process before making your enrollment decision.

Does the Data Analytics course include Generative AI and practical business projects?

Yes, the Data Analytics course at Innomatics Research Labs combines core analytics skills with Generative AI concepts and practical, project-based learning. Learners develop skills in data cleaning, exploratory data analysis, visualization, reporting, and interpreting business data. Hands-on projects help them apply these concepts to real-world business scenarios, while Generative AI tools introduce ways to support analysis, improve productivity, and generate insights.

What TIH at IIT Patna certification programme is offered with Data Analytics training at Innomatics Research Labs?

Innomatics Research Labs offers a Data Analytics training programme associated with the TIH at IIT Patna certification programme. It combines structured learning with practical exercises and industry-relevant projects to help learners develop analytical and problem-solving skills. Learners should check the current programme details, eligibility requirements, assessment criteria, and certification terms to understand the requirements for receiving the credential.

What tools will I learn in the Data Analytics with Generative AI course?

The Data Analytics with Generative AI course focuses on tools and technologies used to prepare, analyze, visualize, and interpret data. Depending on the current curriculum, these may include Excel, SQL, Python, Power BI, Tableau, and Generative AI tools for assisting with data analysis and reporting. Learners should review the latest syllabus to confirm the specific tools covered and the depth of training provided in each.

Are EMI or installment payment options available for both the Data Science & Data Analytics courses?

EMI or installment payment options may depend on the current fee structure, payment partners, and applicable eligibility conditions. To confirm the available payment plans for the both Data Science & Data Analytics courses at Innomatics Research Labs, contact the admissions team before enrolling. Ask about the total course fee, installment schedule, any additional charges, and the terms applicable to your selected programme.

How can I enroll in the Data Analytics with Generative AI programme at Innomatics Research Labs?

To enroll, visit the official Innomatics Research Labs website and explore the Data Analytics course page. Review the curriculum, training format, project details, fee structure, eligibility criteria, and TIH at IIT Patna certification information. You can then contact the admissions team for current batch schedules, available learning options, payment details, and guidance on completing registration.