Saturday, December 9, 2023

Variable Numbering Techniques for Traffic Engineering Research

 The variable numbering techniques include binary, categorical, and ordinal variables. Which is different sometimes. Here is an example of variable numbering example.








Reference

1. Investigating the impact of influential factors on crash types for autonomous vehicles at intersections

2. Kim, Eui-Jin, Min-Ji Kang, and Shin Hyoung Park. "Deep survival analysis model for incident clearance time prediction." Journal of Intelligent Transportation Systems (2024): 1-14.

Wednesday, December 6, 2023

Programming and Data Science Fundamental Free Courses in Online by Stanford University

 ðŸ“£ðŸ“£ðŸ“£ Stanford University is offering online courses (no application or tuition fees required).


Here are 10 courses you don't want to miss. Note, some of the courses are FREE but others are also PAID courses to get certification.

1. Computer Science 101
A self-paced course that teaches the essential ideas of Computer Science for a zero-prior-experience audience.

🔴 Enroll here: https://lnkd.in/dBbz5Keh

2. Machine Learning Specialization
A beginner-friendly program that teaches you the fundamentals of Machine Learning.

🟤 Enroll here: https://lnkd.in/dFiQ5xrH

3. Algorithms: Design and Analysis
Learn several fundamental principles of algorithm design including the divide-and-conquer design paradigm.

⚪️ Enroll here: https://lnkd.in/eKsafebr

4. Databases: Advanced Topics in SQL
This course is broad and practical, covering indexes, transactions, and constraints, all in the context of relational database systems and the SQL language.

🟣 Enroll here: https://lnkd.in/gs2kHyB3

5. R Programming Fundamentals
Explore the basics of R: a free programming language and software environment used for statistical computing and graphics.

🔵 Enroll here: https://lnkd.in/dPzsu-rm

6. Statistical Learning
This is an introductory-level course in supervised learning, with a focus on regression and classification methods.

🟠 Enroll here: https://lnkd.in/ehv4iMeP

7. Advanced Cybersecurity Program
An introduction to fundamental concepts in information security and practical applications in cybersecurity and executive strategy.

🟢 Enroll here: https://lnkd.in/gqpDYEBu

8. Introduction to Internet of Things
This introductory course provides a taste of what to expect from courses that are part of the IoT Graduate Certificate program.

🟡 Enroll here: https://lnkd.in/dkaiEUNU

9. Game Theory
The course will provide the basics: representing games and strategies, the extensive form, Bayesian games, repeated and stochastic games, and more.

🔷️ Enroll here: https://lnkd.in/df4bAyJu

10. Designing Your Career
A design thinking approach to anyone develop a constructive and effective approach to designing their vocation.

♦️Enroll here: https://lnkd.in/dYQNuGbQ