lab challenge

Data Science with Python - Basic Concepts

Intermediate
Up to 1h 30m
94
5/5
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Lab description

In this Lab, you will be challenged on your knowledge of Python for Data Science, in particular on three important aspects: Programming, Data Management, and Visualization. The idea is to test your ability to deal with standard data science requests.

Before starting this lab, you are strongly encouraged to take the following courses:

Your data science skills will be challenged, and by the end of this lab, you should have a deep understanding of how Python is used in Data Science.



Prerequisites
  • Python
  • Pandas
  • Matplotlib
Intended audience
  • Data Scientists
  • Data Engineers
  • Python Backend Developers
What will be assessed
  • manipulate data using Pandas
  • build simple Data Science application using Python
  • create a plot using Matplotlib
  • join two (or more) DataFrames
  • transform data using Pandas
About the author
Students
6,327
Labs
13
Courses
8
Learning paths
6

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.

Covered topics
Mission
Data Science with Python - Basic Concepts