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30 Real-World AI & Data Science Projects

From Beginner to Job-Ready Portfolio β€’ Kalyanjit Hatibaruah
OFFICIAL LEARNING PLATFORM β€’ 2026 EDITION

30 Real-World AI & Data Science Projects

From Beginner to Job-Ready Portfolio

Authored by Kalyanjit Hatibaruah β€’ Published by Flugelsoft Labs

A hands-on, industry-grounded learning pathway taking students, engineers, and career changers from programming fundamentals to deploying 30 intelligent, production-ready applications across 30 distinct industries.

πŸ“– Explore Book Curriculum
30 Real Industries
47 Full Chapters
30 1-Click Repositories
150+ Interview Q&As
30+ 16:9 Infographics
Book Master Framework
Modern Technological Framework: AI & Data Science Pathway From Beginner Foundations to Job-Ready Portfolio by Kalyanjit Hatibaruah
LEARNER VALUE PROPOSITION

Exclusive Benefits for Registered Learners

Once registered and approved by the administrator, learners gain instant, unrestricted access to the complete digital suite:

πŸ“–

Unabridged 47-Chapter Manuscript

Read the entire book online with full code explanations, KaTeX mathematical formulas, and step-by-step algorithms across all 6 Parts.

πŸš€

30 1-Click Deployable Codebases

Access 30 standalone GitHub repositories with pre-configured 1-click deploy buttons for Streamlit Community Cloud and GitHub Codespaces.

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Interactive Algorithmic Simulators

Test machine learning models directly in the browserβ€”including student academic risk, property valuation, anomaly detection, and telecom churn.

πŸ’Ό

150+ Interview Defense Bank

Master technical, algorithmic, and system design questions asked by hiring managers with model answers formatted in the STAR-D structure.

πŸ—ΊοΈ

Interactive 90-Day Career Roadmap

Track your milestone progress day-by-day from initial Python data wrangling to pinning 4 flagship GitHub projects and interview readiness.

πŸ–ΌοΈ

16:9 Technological Infographics

High-resolution widescreen architectural frameworks illustrating the modern Python data stack, ML pipelines, and GenAI RAG architectures.

PROGRESSIVE LEARNING TAXONOMY

The 6-Part Curriculum Architecture

Designed to accommodate students and professionals from any academic background:

PART I β€’ Chapters 1–3

Understanding AI & Data Science

Demystifying AI in plain English, understanding industry value chains, and cultivating an engineer's problem-solving mindset without intimidation.

PART II β€’ Chapters 4–8

Programming & Data Science Foundations

Hands-on Python core, numerical arrays with NumPy, tabular wrangling with pandas, EDA, SQL databases, and machine learning principles.

PART III β€’ Projects 01–10

Level 1: Beginner Projects

Data cleaning, KPI engines, regression estimators, and interactive dashboards across Education, Retail, Real Estate, Banking, Agriculture, and Environment.

PART IV β€’ Projects 11–20

Level 2: Intermediate Projects

Supervised machine learning, classification, NLP text processing, and forecasting across Healthcare, Predictive Maintenance, Logistics, Telecom, and Energy.

PART V β€’ Projects 21–30

Level 3: Advanced & Generative AI

Retrieval-Augmented Generation (RAG), vector embeddings, semi-structured document OCR, and automated agents in LegalTech, EdTech, Precision Farming, and Maritime.

PART VI β€’ Chapters 31–33 & Appendices

Career Launch & Interview Mastery

Constructing recruiter-grade GitHub portfolios, 150+ STAR-D interview defense questions, the 90-day learning roadmap, and formula cheat sheets.

Choose Your Learning Tier

Transparent, flexible access designed for students, working engineers, and career switchers. Upgrade via simple offline payment verified by administrator Kalyanjit Hatibaruah.

Free Explorer
Foundational theory, programming essentials, and complete Level 1 preview projects.
$0 / forever
Free for all registered students (β‚Ή0)
  • βœ“ Part 0: Curriculum Tracks & Pathways
  • βœ“ Part I: Understanding AI & Data Science
  • βœ“ Part II: Programming & Data Foundations
  • βœ“ Project 01 & 02 Full Access (Education & Retail)
  • βœ“ 5 Interactive Domain Simulators
  • βœ“ 90-Day Career Milestone Tracker
Lifetime VIP
Permanent full-stack access, complete offline book download, and portfolio code review.
$149 / one-time
Special India PPP: β‚Ή7,999 One-Time Lifetime Access
  • βœ“ Permanent Lifetime Access (No Recurring Fees)
  • βœ“ Complete Offline Book Download (PDF & ePub)
  • βœ“ Complete 30-Project Monorepo Source ZIP Bundle
  • βœ“ Direct Portfolio Review via Email with Kalyanjit Hatibaruah
  • βœ“ All Future Project Additions & Curriculum Updates Included
  • βœ“ Priority Offline Payment Activation (< 2 Hours)

Community Access & Activation Policy

Sign in with your Google account to immediately access the Free Explorer Tier (Parts 0–2, Projects 01 & 02). To unlock Projects 03 to 30, complete an offline payment and submit your transaction ID for instant activation by administrator Kalyanjit Hatibaruah.