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Data Science with AI | Capstone Program

Industrial Internship + Data Science Project Experience — a project-driven programme that takes college students from Python foundations to a deployed, portfolio-ready AI capstone with live mentorship.

BCA · B.Sc · B.Tech · MCA
Industrial Internship
End-to-End Capstone
Industry Training Certificate
Partner With Kizen

Bring the AI capstone internship to your campus.

01
Why Kizen offers Data Science with AI Capstone

Real projects, real mentorship, real readiness

01

Build practical data science skills through real-world projects and guided mentorship.

02

Combine data science, AI and deployment into an end-to-end learning experience.

03

Gain industry exposure through project execution, documentation and presentation.

04

Develop a portfolio and professional readiness through hands-on capstone work.

02
What is the Capstone Program?

From data foundations to deployed AI

A project-driven programme designed to help learners become job-ready data science professionals. It combines Python, data handling, statistics, machine learning, deep learning, Generative AI, deployment and a final industry-style capstone with live mentorship.

03
Who can join?

Built for final-years, graduates & campus cohorts

Profile 1

Final-year students, pre-final-year students and recent graduates from BCA, B.Sc, B.Tech and MCA.

Profile 2

Learners interested in Data Science, AI, analytics and real-world problem solving.

Profile 3

Students with basic programming knowledge (Python preferred) who want project and industry exposure.

04
Course Structure

Four stages to a portfolio-ready capstone

01
Data Foundations
  • Business Problem Understanding
  • Python & SQL
  • Data Cleaning & Transformation
  • EDA & Visualization
  • Statistics & Hypothesis Testing
02
Machine Learning
  • Regression & Classification
  • Linear, Logistic & Tree Models
  • Random Forest & XGBoost
  • Model Evaluation
  • Hyperparameter Tuning
03
AI & Big Data
  • Deep Learning
  • CNN / RNN
  • NLP & Transformers
  • Generative AI for Data Tasks
  • Big Data Basics
  • Power BI / Tableau
  • Streamlit / APIs
04
Capstone & Deployment
  • Industry Project Execution
  • Documentation & Presentation
  • Portfolio & Career Readiness
Career & Learning Outcomes

Where the capstone takes students

Data Scientist / Data Analyst
Machine Learning / AI Engineer
Business / Data Intelligence Professional
AI & Analytics Project Professional
  • Analyse, clean and visualise real-world datasets.
  • Build and evaluate machine learning and AI models.
  • Develop dashboards and deploy practical solutions.
  • Create a portfolio-ready industry capstone with professional documentation.

AI Capstone Internship Brochure

Full programme structure, module breakdown and outcomes — ready to share with your placement or academic cell.

View / Download Brochure (PDF)
Programme Value

Real Industry Projects · Live Mentorship · End-to-End Project Experience · GitHub Portfolio · Industry Training Certificate · Professional Network & References · Career Support