Time

6 hours

Difficulty

Intermediate

In this guided lab by Next.Tech, you will learn the basics of Pythons most essential tools, features, and libraries, with a focus on data science and data analysis. More specifically you will learn the basics of NumPy, pandas, matplotlib, seaborn, and more.

Create Free Account

NEED TO TRAIN YOUR TEAM? LEARN MORE

Already have an account? Sign In »

Vectorizing with NumPy

Virtual Lab

Data Analysis with pandas

Virtual Lab

Data Visualization with matplotlib

Virtual Lab

Exploratory Data Analysis with seaborn

Virtual Lab

Statistical Computing with SciPy

Virtual Lab

Introduction to Machine Learning with scikit-learn

Virtual Lab

Learn how to use Python's most essential tools and libraries for data analysis! By the end of this lab, you will have hands-on experience performing data analysis with Python and be able to: Understand the basics of NumPy, Explore data with pandas, Produce informative and useful visualizations for analyzing data using matplotlib and seaborn,Perform common statistical calculations with SciPy,Build predictive models and understand the principles of predictive analytics using scikit-learn

Prerequisites

Some programming experience in Python (should be comfortable working with functions, lists and dicts, loops).Intro-level statistics preferable but not required