Diploma in Data Science

Diploma in Data Science | Learn Analytics, AI & Python

One Year. Structured Training. A Qualification That Opens Doors in Data Science and AI.

Course Details

Syllabus & Modules

Course Duration

1 year

Course Fee

₹75,000

Job Oriented

Placement Support

Get curriculum by email

About the Programme

The Diploma in Data Science is a focused, intensive 1-year programme covering the essential building blocks of data analysis and applied machine learning. It is designed to take a student from minimal technical background to a functional working knowledge of data science tools, methods, and workflows — within a single academic year.

The curriculum does not try to cover everything. It covers what matters for your first data role: statistics, Python, SQL, machine learning fundamentals, and the practical workflow of working with real data. Everything else builds on this, whether you continue into the B.Voc or enter the workforce.

The programme covers:

Statistics for data science: the analytical foundation every practitioner needs

Python programming for data work: from basics to pandas, visualisation, and scikit-learn

Machine learning course essentials: supervised and unsupervised methods

Introduction to artificial intelligence course concepts and their applications

Data wrangling, exploratory analysis, and business reporting

Practical project work aligned with industry standards

Students who want to enter data science in 1 year rather than waiting for a 3-year degree
Graduates from any discipline who want to transition into data-related roles
Working professionals seeking structured data science training alongside their current responsibilities
Students who want the Diploma as a first step before continuing to B.Voc
Individuals who have explored online data science classes and want a more structured, mentor-supported environment

1-year structured data science training programme — not a weekend workshop or self-paced course
Statistics for data science covered properly — not rushed or skipped
Hands-on data science classes in Python, SQL, and data visualisation tools
Machine learning course modules covering real algorithms with practical implementation
Artificial intelligence training introducing deep learning and AI application frameworks
Real project work: you graduate with a portfolio, not just a list of topics studied
Pathway to B.Voc continuation if you choose to build further
Data science certification issued by Innotech Eduhub on programme completion

Descriptive statistics: mean, median, variance, distributions
Probability theory and Bayes' theorem
Hypothesis testing and statistical inference
Python programming: data types, functions, and control flow
Working with NumPy and Pandas for data manipulation
SQL: querying, joining, and aggregating data from relational databases
Data visualisation: Matplotlib and Seaborn
Supervised learning: linear regression, logistic regression, decision trees
Unsupervised learning: k-means clustering and principal component analysis
Model evaluation: accuracy, precision, recall, and cross-validation
Overview of the artificial intelligence course framework: where ML fits in AI
Introduction to neural networks and deep learning — conceptual and applied
Capstone project: end-to-end data analysis or ML model on a real dataset
Project presentation and portfolio documentation

Exploratory data analysis project on a curated real-world dataset
Machine learning model building — from data prep to performance evaluation
Business analytics case study: drawing actionable insight from a dataset
Capstone project: independently scoped and executed with mentor guidance

Download Our Course Curriculum

Get the complete syllabus and module breakdown for Diploma in Data Science.

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FAQ

It depends on what you do with it. A Diploma from a structured, practitioner-led programme — with real project work and a solid foundation in statistics and Python — is significantly more employable than someone who finished an online data science course with no projects and no mentorship. Entry-level analyst and data science trainee roles are realistic targets. Senior technical roles require more — which is why the B.Voc and M.Voc pathways exist.

The Diploma covers statistics for data science, Python programming, SQL, exploratory data analysis, supervised and unsupervised machine learning, an introduction to artificial intelligence concepts, and a capstone project. It is a focused curriculum, not an encyclopaedia — every topic covered is there because it is necessary for the next topic or for the job.

Yes. The Diploma is the formal Year 1 exit point of the B.Voc in Data Science. If you complete the Diploma and decide to continue, you enter B.Voc Year 2 directly. None of your Year 1 content is repeated. The transition is seamless by design.

Online platforms give you content. This programme gives you a structured curriculum, a mentor who knows your work, guided project feedback, and a credential backed by a partner university. The accountability and guidance structure of a classroom-based programme produces different outcomes for most learners, particularly those new to the field.

Both. The machine learning course content forms the core of Semester 2. AI concepts are introduced alongside it — covering where machine learning fits within artificial intelligence, and including an introduction to neural networks and deep learning. The depth goes further in the B.Voc and M.Voc, but you leave the Diploma with a functional understanding of both.

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Student achievements

What Students are Saying

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Arjun Mehta

Data Science Graduate

★★★★★

The depth of the Data Science program at Innotech genuinely surprised me. Every module was tied to a real business scenario. I stopped thinking like a student and started thinking like an analyst. I secured a role at a top analytics firm before I even officially completed the course.

Placed atAnalytics Firm

7 LPA

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Sriya Das

B.Voc Student (Cyber Security)

★★★★★

The practitioner-led approach at Innotech changed my entire perspective. I wasn't just learning Python code; I was learning how to solve real business problems. Within months of finishing the module, I secured a role in a top analytics firm.

Placed atCyberShield Technologies

6.5 LPA

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Rahul Chatterjee

Farm Machinery Student

★★★★★

What I love about Innotech is the flexibility. The Multiple Entry and Exit system allowed me to gain my Diploma while working part-time. The curriculum is so relevant that I felt like a pro from my very first day on the job.

Placed atAgriTech Solutions

5 LPA

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Debashree Roy

B.Voc Robotics & Farm Technology

★★★★★

Finding a course that covers both advanced robotics and farm-tech in Bengal was a game-changer. The hands-on training with actual machinery gave me the confidence to start my own consultancy. Innotech truly delivers on its promise of industry readiness.

Placed atSelf — Agri Consultancy

Independent

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Priya Banerjee

PG Diploma in Data Analytics

★★★★★

I came from a commerce background with zero coding experience. Innotech's structured PG Diploma built my skills from the ground up. The placement team was proactive and I landed a data analyst role within six weeks of completing the program.

Placed atInfosys BPM

5.8 LPA

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Soumik Ghosh

B.Voc Software Development

★★★★★

The live project exposure at Innotech is what sets it apart. I wasn't working on hypothetical assignments — I was solving real problems for real clients. That experience is what got me placed at a product company straight out of my second year.

Placed atTechMinds Pvt Ltd

6.2 LPA

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Tanisha Mukherjee

Certification in Digital Marketing

★★★★★

I was managing a small family business and needed to bring it online. Innotech's digital marketing certification gave me exactly the practical skills I needed. Our business revenue increased significantly within three months of applying what I learnt.

Placed atFamily Business — Online

Self-employed

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Ritesh Mondal

Diploma in Industrial Automation

★★★★★

The lab facilities at Innotech are genuinely industry-standard. Working on actual PLC panels and SCADA systems meant I could walk into my job on day one and contribute immediately. My employer told me I was the most job-ready candidate they had interviewed.

Placed atSiemens India

5.5 LPA

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Ananya Chakraborty

B.Voc AI & Machine Learning

★★★★★

The faculty at Innotech are currently active in the industry — they bring real problems into the classroom. The AI curriculum was updated with the latest frameworks, which made a huge difference when I appeared for technical interviews. I got three offers and chose the best one.

Placed atWipro AI Lab

8 LPA

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Krishnendu Pal

Certification in Cloud & DevOps

★★★★★

I used the Multiple Entry and Exit option to complete my AWS certification first and start working, then returned to finish the full Diploma. This flexibility is something no other institute in Kolkata offers. Innotech genuinely respects that students have lives outside the classroom.

Placed atAmazon Web Services Partner

7.5 LPA

Placements

Our Students Are Placed in Reputed Firms

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Innotech Eduhub students come with strong fundamentals and are ready to contribute from day one. We have hired multiple candidates from their placement drives.

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Innotech Eduhub students come with strong fundamentals and are ready to contribute from day one. We have hired multiple candidates from their placement drives.

What Our Recruiters are Saying

Our placement assistance and industry tie-ups help students land roles at leading companies. Hear from recruiters who have hired from Innotech Eduhub.

Diploma in Data Science