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📚 Study Material

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📄 Study Material PDFs

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📋 Exam Syllabus

Civil Engineering fundamentals Computer Science and Data Science concepts Transportation Engineering basics Machine Learning and Deep Learning concepts Python programming Data analytics and visualization Research methodology Scientific publication writing Transportation planning concepts Technical interview preparation Problem solving and analytical skills Project management basics Communication and presentation skills Research-oriented technical applications Online/offline interview preparation

📖 Exam Preparation Notes

1️⃣ Book List with Title, Author and Buy URL

Title: Machine Learning
Author: Tom M. Mitchell
Buy URL: https://www.amazon.in/s?k=Machine+Learning+Tom+Mitchell
Title: Python Programming
Author: Reema Thareja
Buy URL: https://www.amazon.in/s?k=Python+Programming+Reema+Thareja
Title: Transportation Engineering
Author: Khanna and Justo
Buy URL: https://www.amazon.in/s?k=Transportation+Engineering+Khanna+Justo
Title: Data Science from Scratch
Author: Joel Grus
Buy URL: https://www.amazon.in/s?k=Data+Science+from+Scratch
Title: Research Methodology
Author: C.R. Kothari
Buy URL: https://www.amazon.in/s?k=Research+Methodology+CR+Kothari
Title: Deep Learning
Author: Ian Goodfellow
Buy URL: https://www.amazon.in/s?k=Deep+Learning+Ian+Goodfellow

2️⃣ Official PDF / Syllabus URLs

Title: IIT Roorkee Official Website
URL: https://www.iitr.ac.in
Title: IIT Roorkee Recruitment Section
URL: https://www.iitr.ac.in/recruitments
Title: AICTE Official Portal
URL: https://www.aicte-india.org
Title: NPTEL Online Courses
URL: https://nptel.ac.in

3️⃣ Best Websites / Tutorial Links

Title: NPTEL Engineering Courses
URL: https://nptel.ac.in
Title: SWAYAM Online Learning
URL: https://swayam.gov.in
Title: GeeksforGeeks Python Tutorials
URL: https://www.geeksforgeeks.org/python-programming-language-tutorial
Title: MIT OpenCourseWare
URL: https://ocw.mit.edu
Title: Kaggle Data Science Learning
URL: https://www.kaggle.com/learn

4️⃣ YouTube / Video Course URLs

Title: Machine Learning Full Course
URL: https://www.youtube.com/results?search_query=machine+learning+full+course
Title: Python Programming Complete Tutorial
URL: https://www.youtube.com/results?search_query=python+programming+full+course
Title: Transportation Engineering Lectures
URL: https://www.youtube.com/results?search_query=transportation+engineering+lectures
Title: Deep Learning Tutorials
URL: https://www.youtube.com/results?search_query=deep+learning+tutorials
Title: Research Methodology Classes
URL: https://www.youtube.com/results?search_query=research+methodology+classes

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