Northeast Student Data Corps Volunteer Video Library


Northeast Student Data Corps Volunteer Video Library

Check out these videos on data science topics based on IBM’s OpenDS4All curriculum and presented by Columbia University Master’s students.

Introduction to Data Science

Introduction to Data Science Part 1 (Yucen Wang)

Introduction to Data Science Part 2 (Yucen Wang)

Data Acquisition and Wrangling

Data Acquisition and Wrangling Part 1 (Renyin Zhang)

Data Acquisition and Wrangling Part 2 (Renyin Zhang)

Data Acquisition and Wrangling Part 3 (Renyin Zhang)

Supervised Machine Learning

Introduction (Tomislav Galjanic)

Random Forest (Tomislav Galjanic)

Introduction to Decision Trees (Tomislav Galjanic)

Python Code (Tomislav Galjanic)

Decision Trees (Tomislav Galjanic)

SQL

SQL 1 (Jingnan Qi)

SQL 4 (Jingnan Qi)

SQL 2 (Jingnan Qi)

SQL 5 (Jingnan Qi)

SQL 3 (Jingnan Qi)