Understanding, Extracting, Sourcing and Processing Data

Welcome to our second lecture at STRV Data Science Academy. In the first part of the lecture, you will have a chance to play around with three new libraries: numpy, pandas and matplotlib. Those libraries are essential for data wrangling and analysis practiced in the second part of the lecture.

The Plan

Section	Time
Introduction to NumPy	20 minutes
Introduction to Pandas	25 minutes
Introduction to Matplotlib	10 minutes
Break	15 minutes
Acquiring Data	10 minutes
Doing Exploratory Data Analysis (EDA)	20 minutes
Data Preparation for ML	20 minutes

If you missed the class, or you want to revisit some content, download the lecture recording part 1 and part 2.