Data science and analytics workspace with statistical visualizations and Jupyter dashboards

Data Science & Analytics

Data-driven decision making is critical for every modern enterprise. Learn how to ingest messy datasets, perform exploratory data analysis, run statistical hypothesis testing, and create executive-ready visualizations.

Technologies & Frameworks Covered
PythonPandas & NumPySQL / PostgreSQLMatplotlib & SeabornPlotly / StreamlitJupyter
COURSE SYLLABUS

Data Science & Analytics Curriculum

Structured phase-by-phase learning modules designed to build production competence from fundamentals to capstone deployment.

Phase 1: Ingestion & Wrangling01

Data Ingestion, Cleaning & Transformation

  • •Pandas series and DataFrames
  • •Handling missing and duplicate data
  • •Datetime manipulation & indexing
  • •Merging and joining datasets
Phase 2: Database Analytics02

Analytical SQL & Data Modeling

  • •Window functions & Common Table Expressions (CTEs)
  • •Complex subqueries & groupings
  • •Database views & summary tables
  • •Query optimization
Phase 3: Exploratory Analysis03

Statistical Insights & Data Storytelling

  • •Descriptive statistics & outlier detection
  • •Correlation & distribution visual analysis
  • •Seaborn & Plotly charts
  • •Formulating business hypotheses
Phase 4: Capstone Dashboard04

Interactive Web Analytics Application

  • •Building interactive apps with Streamlit
  • •Deploying data app to Streamlit Cloud
  • •Executive summary presentation
  • •Certificate review
PORTFOLIO DELIVERABLES

Sample Capstone Projects You Build

Students work on real-world projects that solve authentic technical challenges. Every capstone is hosted live with public source code on GitHub.

Project 1

Enterprise E-Commerce Sales Performance & Cohort Analysis Dashboard

Project 2

Healthcare / Financial Risk & Anomaly Detection Pipeline

Project 3

Employee Attrition & Workforce Trends Analysis Report

DURATION & PLANS

Internship Duration & Fees

Choose the timeline that matches your schedule and learning goals. Each tier is structured with practical milestones and guided evaluations.

15 Days ProgramFoundation

15 Days Foundation

Rapid practical orientation, foundational assignments, and industry workflow overview.

₹499/ student
Duration: 15 Days practical roadmap
Recommended For

Students wanting a fast, hands-on introduction to real coding discipline and project assignments.

What is Included
✓Structured foundational learning modules
✓1 practical mini-project assignment
✓Standard code review and submission feedback
✓GitHub version control workflow guidance
✓Certificate of Completion (upon meeting submission criteria)
✓Digital certificate verification link
Most Popular
45 Days Program

45 Days Practical Immersion

Comprehensive hands-on training, full capstone project, and milestone-based mentor reviews.

₹999/ student
Duration: 45 Days practical roadmap
Recommended For

College students seeking an in-depth practical project to showcase on their resumes and GitHub profiles.

What is Included
✓Comprehensive modular curriculum & guided tasks
✓1 full capstone project with real-world requirements
✓Milestone-based progress tracking & code reviews
✓Mentor guidance and technical doubt support
✓Best practice architecture & clean code standards
✓Internship Certificate of Completion (upon meeting criteria)
✓Digital verification & project recognition for top submissions
60 Days ProgramComprehensive

60 Days Comprehensive Internship

Production-level project development, detailed architecture reviews, and portfolio showcase guidance.

₹1,499/ student
Duration: 60 Days practical roadmap
Recommended For

Final year students and graduates who want to build and deploy a production-grade application.

What is Included
✓Full-lifecycle production application development
✓Advanced architectural patterns and database modeling
✓Regular one-on-one code reviews & refactoring feedback
✓Live deployment walkthrough (Cloud / Vercel / Docker)
✓Resume & project portfolio showcase recommendations
✓Internship Certificate of Completion (upon meeting criteria)
✓Digital verification & detailed project performance summary

Need a customized cohort timeline or specific duration requirements? Mention your preferences in the application note.

PROGRAM EXPERIENCE

What Students Get

A structured, discipline-first environment focused on actual skill-building, real deliverables, and verifiable industry deliverables.

01

Structured Learning Tasks

Clear, weekly milestones and structured task roadmaps. No ambiguous requirements or endless theoretical reading.

Industry Standard Practical Craft
02

Practical Assignments

Real coding challenges and problem-solving assignments designed around actual client and product engineering workflows.

Industry Standard Practical Craft
03

Project Experience

Build a tangible, working project that you can host live, push to GitHub, and speak about confidently in technical interviews.

Industry Standard Practical Craft
04

Mentor Guidance

Constructive feedback, code reviews, and architectural guidance from practicing engineers to refine your approach.

Industry Standard Practical Craft
05

Verified Certificate

An official DH Infotech Solutions digital internship certificate awarded upon successful completion of defined project requirements.

Industry Standard Practical Craft
06Honest Commitment

Zero False Promises

We do not guarantee jobs or placements. We invest 100% in genuine skill development, engineering discipline, and honest feedback.

Industry Standard Practical Craft
ℹ

Our Policy on Job and Placement Guarantees

Professional Transparency: Our internship programs focus 100% on skill-building, real project tasks, and engineering discipline. We do NOT promise or guarantee jobs or placements. All outcomes depend entirely on student dedication, task completion quality, and practical performance.

ENROLLMENT

Apply for Data Science & Analytics

Complete your application below. Your selected domain is pre-filled. We will review your profile and respond within 2 business days.

STUDENT REGISTRATION

Internship Application Form

Fill in your details below. All fields marked with * are required.

FREQUENTLY ASKED QUESTIONS

Internship Program FAQs

Everything you need to know about program structure, certificate criteria, and our transparent learning policies.

Anyone passionate about building practical software projects and mastering modern technologies can apply—including college students, recent graduates, self-taught developers, and career switchers. Basic familiarity with computer fundamentals or your chosen domain is all that is required.

Have questions about cohort timings or program scope? Email us at careers@dhinfotech.in or call +91 63754 70987 / +91 63679 68934