This page collects CareerSwami’s 18 Data Science internship guides written for students of specific Indian universities and colleges. Each guide takes one practical question, such as choosing a project, checking prerequisites, building a portfolio or preparing for interviews, and works through it with a usable checklist, scorecard or template. They are independent guides for students; CareerSwami is not affiliated with these institutions.
How to use these guides
Find your institution in the table, or pick the guide whose question matches where you are stuck. The practical material in each guide applies to any Data Science student, while the institution section points to the official pages and people you should check with before you count an internship towards a college requirement.
All Data Science internship guides
| Guide | Written for students of | What it covers |
|---|---|---|
| Lovely Professional University Students: Data Science Internship Portfolio and Project Guide | Lovely Professional University | A practical template for building a data science internship portfolio: a reproducible notebook, a cleaning log, a fair model comparison and a plain-language summary. Written for Lovely Professional University students, with steps to confirm college rules. |
| RV College of Engineering Students: Data Science Internship Prerequisites in Math, Python and Statistics | RV College of Engineering | A practical map of the math, Python and statistics you need before starting a data science internship, with self-test questions and a worked example. Written for RVCE students, with steps to confirm college-specific rules. |
| BMS College of Engineering Students: Preparing for Data Science Internship Interviews | BMS College of Engineering | A question bank with model answers for statistics, machine learning, Python, SQL and project walkthroughs, written for BMS College of Engineering students. It also includes a self-scoring table and a short list of things to confirm with the college. |
| Ramaiah Institute of Technology Students: Choosing a Data Science Internship Project | Ramaiah Institute of Technology | A four-criterion scoring rubric helps you choose a data science internship project you can finish in two weeks and explain in an interview. It includes a worked example and a list of questions to settle with your college. |
| PSG College of Technology Students: Comparing Data Science, ML and Analytics Internship Paths | PSG College of Technology | A practical comparison of data science, machine learning engineering and analytics internships, with a skills chart, a self-scoring table and a verification list for PSG Tech students. |
| Thiagarajar College of Engineering Students: Evaluating Data Science Internship Offers | Thiagarajar College of Engineering | A practical 100-point scorecard for judging data science internship offers, with red flags, a worked example and a list of questions to settle with your college. |
| Kumaraguru College of Technology Students: Structuring a Data Science Internship Report | Kumaraguru College of Technology | A section-by-section template for writing a data science internship report, with a scorecard, a worked illustrative example and a list of what to confirm with your department. |
| Vishwakarma Institute of Technology, Pune Students: Data Science Internship Notebook and Project Demo Guide | Vishwakarma Institute of Technology, Pune | A practical guide for Vishwakarma Institute of Technology, Pune students on structuring a data science notebook, showing results and presenting a project in five minutes. It includes a scorecard, a model card template and a walkthrough script. |
| Pune Institute of Computer Technology Students: Data Science Internship Prerequisites and Practice Plan | Pune Institute of Computer Technology | A staged, checkpoint-based plan for Pune Institute of Computer Technology students who want to be ready for a data science internship. It covers Python, statistics, EDA, baseline models and evaluation. |
| VTU Students: Building a Data Science Internship Portfolio with Reproducible Projects | Visvesvaraya Technological University (VTU) | A step-by-step guide for VTU students to build a data science portfolio that a reviewer can rerun. It covers environment files, notebooks, data notes, a results README and a scoring table. |
| Data Science Internship Project Ideas for Anna University Students: How to Choose a Scope | Anna University | A practical way to choose a data science internship project you can finish in two weeks. It includes a scoring template, a worked example and a checklist of questions for your college. |
| Preparing for a Data Science Internship as an AKTU Student: Python, Statistics and SQL Checklist | Dr. A.P.J. Abdul Kalam Technical University (AKTU) | A practical self-scoring grid for Python, statistics and SQL, with practice tasks and a 14-day plan for AKTU students heading into a data science internship. It also lists what to confirm with your own college. |
| How MAKAUT Students Can Evaluate a Data Science Internship Offer Before Accepting It | Maulana Abul Kalam Azad University of Technology (MAKAUT) | A practical scorecard for MAKAUT students to judge a data science internship offer on tasks, mentoring, deliverables, data access and paperwork before saying yes. |
| Building a Data Science Internship Portfolio for GTU Students: Notebooks, Datasets and Write-ups | Gujarat Technological University (GTU) | A practical guide for GTU students on structuring a data science internship portfolio: repository layout, notebook standards, dataset documentation and a results write-up, with a scoring table and worked example. |
| Data Science Internship Report Structure for Savitribai Phule Pune University Students | Savitribai Phule Pune University | A section-by-section outline for writing a data science internship report, covering problem, data, method and findings. It also lists what SPPU students should confirm with their department before formatting. |
| Data Science Interview Preparation for University of Mumbai Students Seeking Internships | University of Mumbai | A practical question bank covering SQL, statistics and case discussion for Data Science internship interviews, with answer outlines and a verification list for University of Mumbai students. |
| Data Science Internship Subfields Compared for JNTUH Students: Analytics, ML and Data Engineering | Jawaharlal Nehru Technological University Hyderabad (JNTUH) | A practical comparison of analytics, machine learning and data engineering internships, with tools, sample deliverables, entry tasks and a scorecard for choosing. Written for JNTUH students. |
| Turning an Academic Project into a Data Science Internship Demo: A Guide for JNTUK Students | Jawaharlal Nehru Technological University Kakinada (JNTUK) | A step-by-step method for converting a college data science mini-project into a README, dashboard and video walkthrough that a reviewer can assess in five minutes. Includes a scorecard and a worked illustrative example. |
Institutions covered
Anna University, BMS College of Engineering, Dr. A.P.J. Abdul Kalam Technical University (AKTU), Gujarat Technological University (GTU), Jawaharlal Nehru Technological University Hyderabad (JNTUH), Jawaharlal Nehru Technological University Kakinada (JNTUK), Kumaraguru College of Technology, Lovely Professional University, Maulana Abul Kalam Azad University of Technology (MAKAUT), PSG College of Technology, Pune Institute of Computer Technology, RV College of Engineering, Ramaiah Institute of Technology, Savitribai Phule Pune University, Thiagarajar College of Engineering, University of Mumbai, Vishwakarma Institute of Technology, Pune, Visvesvaraya Technological University (VTU).
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