In this hands-on project, we will understand the fundamentals of data analysis in Python and we will leverage the power of two important python libraries known as Numpy and pandas. NumPy and Pandas are two of the most widely used python libraries in data science. They offer high-performance, easy to use structures and data analysis tools.


Python for Data Analysis: Pandas & NumPy

Instructor: Ryan Ahmed
9,839 already enrolled
Guided Project
Recommended experience
(205 reviews)
What you'll learn
Understand python programming fundamentals for data analysis
Define single and multi-dimensional NumPy arrays
Import HTML data in Pandas DataFrames
Skills you'll practice
- Category: Data Science
- Category: Data Operations
- Category: Data Analysis
- Category: Python Programming
Details to know

Add to your LinkedIn profile
Guided Project
Recommended experience
(205 reviews)
Learn, practice, and apply job-ready skills in less than 2 hours
- Receive training from industry experts
- Gain hands-on experience solving real-world job tasks
- Build confidence using the latest tools and technologies

About this Guided Project
Learn step-by-step
In a video that plays in a split-screen with your work area, your instructor will walk you through these steps:
Task #1: define single and multi-dimensional NumPy arrays
Task #2: leverage NumPy built-in methods and functions
Task #3: perform mathematical operations in NumPy
Task #4: perform arrays slicing and indexing
Task #5: perform elements selection (conditional)
Task #6: understand pandas fundamentals
Task #7: pandas with csv and html data
Task #8: pandas operations
Task #9: pandas with functions
Task #10: perform sorting and ordering in pandas
Recommended experience
Basic python programming and mathematics.
3 project images
Instructor

Offered by
How you'll learn
Skill-based, hands-on learning
Practice new skills by completing job-related tasks.
Expert guidance
Follow along with pre-recorded videos from experts using a unique side-by-side interface.
No downloads or installation required
Access the tools and resources you need in a pre-configured cloud workspace.
Available only on desktop
This Guided Project is designed for laptops or desktop computers with a reliable Internet connection, not mobile devices.
Why people choose Coursera for their career




Learner reviews
Showing 3 of 205
205 reviews
- 5 stars
66.34%
- 4 stars
23.41%
- 3 stars
5.85%
- 2 stars
1.46%
- 1 star
4.39%
You might also like

Open new doors with Coursera Plus
Unlimited access to 7,000+ world-class courses, hands-on projects, and job-ready certificate programs - all included in your subscription
Advance your career with an online degree
Earn a degree from world-class universities - 100% online
Join over 3,400 global companies that choose Coursera for Business
Upskill your employees to excel in the digital economy
Frequently asked questions
By purchasing a Guided Project, you'll get everything you need to complete the Guided Project including access to a cloud desktop workspace through your web browser that contains the files and software you need to get started, plus step-by-step video instruction from a subject matter expert.
Because your workspace contains a cloud desktop that is sized for a laptop or desktop computer, Guided Projects are not available on your mobile device.
Guided Project instructors are subject matter experts who have experience in the skill, tool or domain of their project and are passionate about sharing their knowledge to impact millions of learners around the world.
You can download and keep any of your created files from the Guided Project. To do so, you can use the “File Browser” feature while you are accessing your cloud desktop.
Guided Projects are not eligible for refunds. See our full refund policy.
Financial aid is not available for Guided Projects.
Auditing is not available for Guided Projects.
At the top of the page, you can press on the experience level for this Guided Project to view any knowledge prerequisites. For every level of Guided Project, your instructor will walk you through step-by-step.
Yes, everything you need to complete your Guided Project will be available in a cloud desktop that is available in your browser.
You'll learn by doing through completing tasks in a split-screen environment directly in your browser. On the left side of the screen, you'll complete the task in your workspace. On the right side of the screen, you'll watch an instructor walk you through the project, step-by-step.