Courses & Certifications
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Table of Contents
Transportation Planning and Traffic Engineering MOOCS
Survey Data Collection
Mobility and City Planning
Road Safety and Accident Analysis
Road Safety Auditor Certification (MoRTH and IRC)
Road Safety Policy Fellowship Program (Indian Road Safety Campaign), MoRTH India.
International Course on Transportation Planning and Safety (2017, IIT Delhi, MoRTH, and W.H.O)
Road Safety Audit, Biomechanic & Crashworthiness and Road Construction Safety (2020, IIT Delhi, MoRTH and W.H.O).
Gian Course (IIT Guwahati)
Urban Traffic Modelling and Control (Gian)
Climate Change and Health
Programming, Data Science, and Machine Learning MOOCs
How Did I Start My Data Science Journey?
Please ignore the below list of courses that I have completed since 2018. The below list is here to remind me about the success and failures I encountered in the pursuit of data science learning. At the beginning of 2018, I had no idea about programming and data science. So, I started on my own. There were many courses and books that I felt were pretty spectacular, and few were not worth the time. You don’t have to go through such extensive ups and downs. Based on my experience, I have curated a list of courses and books that help you learn data science. Click the below link to read more.
Blog: Start Your Data Science Journey with these Books and Courses
Tracks [collection of courses]
Introduction
Coding Best Practices
Object Oriented Programming
Apps and Dashboards
Data Loading
Data Manipulation
Data Visualization
Interactive Data Visualization with rbokeh Course (DataCamp)
Interactive Data Visualization with Plotly in R Course (DataCamp)
Interactive Data Visualization with Bokeh (Python) (DataCamp)
Introduction to Data Visualization with Plotly in Python (DataCamp)
Complete Course on Data Visualization, Matplotlib and Python (Udemy)
Python Hands-On Course: Interactive Maps and Bar Chart Races (Udemy)
Python Hands-On Course: Interactive Maps and Bar Chart Races (Udemy)
Probability and Statistics
Machine Learning
Structural Equation Modeling with lavaan in R Course (DataCamp)
Machine Learning with Tree-Based Models in R Course (DataCamp)
Fundamentals of Bayesian Data Analysis in R Course (DataCamp)
Machine Learning 101 with Scikit-learn and StatsModels (Udemy)
Machine Learning with Tree-Based Models in Python (DataCamp)
Machine Learning with the Experts: School Budgets (DataCamp)
Machine Learning Foundations: A Case Study Approach (Coursera)
Introduction to Natural Language Processing in Python (DataCamp)
Feature Engineering for Machine Learning in Python (DataCamp)
Introduction to Regression in Python with statsmodels (DataCamp)
Intermediate Regression with statsmodels in Python (DataCamp)
The STATA OMNIBUS: Regression and Modelling with STATA (Udemy)
Git & Github
Time Series Analysis
Reporting
LaTeX
Research
Image Processing
Computer Vision
Text Analysis
Spatial Analysis
Shell
SQL
Network Analysis
Big Data Analytics
Cloud Computing
Online Projects
Classification Trees in Python, From Start To Finish (Coursera)
Dr. Semmelweis and the Discovery of Handwashing (Datacamp)
Reducing Traffic Mortality in the USA (Datacamp Projects)