Python Data Analysis and Visualization

INTERACTIVE COURSE

Python Data Analysis and Visualization

Beginner

34 Lessons

2h 30min

Certificate of Completion

Python Data Analysis and Visualization

79 Playgrounds

5 Challenges

9 Illustrations

Course Overview

This course assumes no prior experience and can teach anyone how to use Python to analyze and visualize data. Stop using Excel and start harnessing the power of Python. Data analysis is one of the hottest careers of the 21st century. As an analyst, your goal is to peel back layers of data in order to answer questions of interest; that is the power of analytics. It allows you to take raw data and create meaningful, actionable insights. In this course, you’ll learn how to use Python, NumPy, SciPy, Pandas, a...Show More

Course Content

1

What is Analytics

Introduction to Analytics Analytics in Python

2

Python Basics for Analytics

Getting Started Data Structures Control Flow and Built-in Functions Numpy an External Library Scipy an External Library Exercise: Using Numpy and Scipy Solution Review: Using Numpy and Scipy

3

Reading Data

Comma Separated Files JSON Files Raw Files Exercise: Reading Auto MPG Dataset Solution Review: Reading Auto MPG Dataset

4

Describing Data

Statistics and Counts Reshaping the Data Exercise: Group By Aggregations Solution Review: Group By Aggregations

5

Cleaning Data

Missing Data Outliers Scaling Categorical Data Exercise: Cleaning Auto MPG Dataset Solution Review: Cleaning Auto MPG Dataset

6

Visualizing Data

10 Lessons

COURSE AUTHOR

How You'll Learn

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Built-in assessments let you test your skills. Completion certificates let you show them off.

Part of the Python Data Analysis and Visualization Path

Path Cover

Learn Python Data Analysis and Visualization

Gain the ability to analyze and visualize data with Python using an assortment of powerful libraries.

4 Modules

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