Arizona State University - Data Analysis and Visualization with Python
- Offered byCoursera
Data Analysis and Visualization with Python at Coursera Overview
Duration | 16 hours |
Start from | Start Now |
Total fee | Free |
Mode of learning | Online |
Official Website | Explore Free Course  |
Credential | Certificate |
Data Analysis and Visualization with Python at Coursera Highlights
- Earn a certificate of completion
- Add to your LinkedIn profile
- 12 quizzes
Data Analysis and Visualization with Python at Coursera Course details
- What you'll learn
- Students will learn how to perform data analysis and visualization using python.
- In this course, you will learn how to read and write data from and to a file. You will also examine how to manipulate and analyze the data using lists, tuples, dictionaries, sets, and the pandas and Matplot libraries.
- As a developer, it's important to understand how to deal with issues that could cause an application to crash. You will learn how to implement exceptions to handle these issues.
- You do not need a programming or computer science background to learn the material in this course. This course is open to anyone who is interested in learning how to code and write programs in Python. We are very excited that you will be learning with us and hope you enjoy the course!
Data Analysis and Visualization with Python at Coursera Curriculum
Module 1: Sequences
Introduction to the Course
Creating and Using Lists
Creating and Using Tuples
Creating and Using Dictionaries
Creating and Using Sets
Course Introduction
Weekly Lesson PowerPoint
Python Recommended Links and Readings
Lesson 1 Overview
Weekly Lesson PowerPoint
Building Lists Code Example
Lesson 2 Overview
Weekly Lesson PowerPoint
Building Tuples Code Examples
Lesson 3 Overview
Weekly Lesson PowerPoint
Building Dictionaries Code Examples
Lesson 4 Overview
Weekly Lesson PowerPoint
Building Sets Code Example
Lists Quiz
Tuples Quiz
Dictionaries Quiz
Sets Quiz
Formative Assessment: Create a List
Module 2: File Input and Output
Reading Numeric and Textual Data
How to Write Data to a File
Handling Exceptions During File Input and Output
Lesson 1 Overview
Weekly Lesson PowerPoint
File Input Code Example
Lesson 2 Overview
Weekly Lesson PowerPoint
File Output Code Example
Lesson 3 Overview
Weekly Lesson PowerPoint
Handling Exceptions Code Example
File Read Quiz
Writing Data Quiz
Handling Exceptions During File Input and Output
Formative Assessment: Creating, Modifying and Saving to a File
Module 3: Data Analysis
Using Data Analysis with the NumPy Library in Python
Using Data Analysis with the NumPy Library in Python Pt. 2
How to Use Data Analysis with the Pandas Library in Python
Using Data Visualization with Matplot Library in Python
Course Review
Lesson 1 Overview
Weekly Lesson PowerPoint
NumPy Library Code Example
Lesson 2 Overview
Weekly Lesson PowerPoint
Pandas Library Code Example
Lesson 3 Overview
Weekly Lesson PowerPoint
Matplotlib Code Example
Data Analysis with NumPy Quiz
Pandas Library
Matplotlib Quiz
Working with Data
Data Analysis and Visualization with Python at Coursera Admission Process
Important Dates
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Student Forum
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