The goal of this lab is to build and explore a dataset of financial returns using data related to the closing price of three stocks quoted on the NASDAQ 100 index. You will mainly use two Python libraries to accomplish this objective: Pandas and Matplotlib.
Your data management and manipulation skills will be challenged, and by the end of this lab, you should have a deep understanding of how Pandas and Matplotlib work.
Before starting this lab, you are strongly encouraged to take the following courses: Working with Pandas, Data Wrangling with Pandas, and Data Visualisation with Python using Matplotlib.
Upon completion of this lab you will be able to:
This lab is intended for:
You should possess:
Andrea is a Data Scientist at Cloud Academy. He is passionate about statistical modeling and machine learning algorithms, especially for solving business tasks.
He holds a PhD in Statistics, and he has published in several peer-reviewed academic journals. He is also the author of the book Applied Machine Learning with Python.