Coursera Project Network
Python for Data Analysis: Pandas & NumPy
Coursera Project Network

Python for Data Analysis: Pandas & NumPy

Ryan Ahmed

Instructor: Ryan Ahmed

19,780 already enrolled

Included withCoursera Plus

Learn, practice, and apply job-ready skills with expert guidance
4.4

(285 reviews)

Beginner level

Recommended experience

2 hours
Learn at your own pace
Hands-on learning
Learn, practice, and apply job-ready skills with expert guidance
4.4

(285 reviews)

Beginner level

Recommended experience

2 hours
Learn at your own pace
Hands-on learning

What you'll learn

  • Understand python programming fundamentals for data analysis

  • Define single and multi-dimensional NumPy arrays

  • Import HTML data in Pandas DataFrames

Details to know

Earn a career certificate

Add to your LinkedIn profile

Taught in English
No downloads or installation required

Only available on desktop

See how employees at top companies are mastering in-demand skills

Placeholder

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
Placeholder

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:

  1. Task #1: define single and multi-dimensional NumPy arrays

  2. Task #2: leverage NumPy built-in methods and functions

  3. Task #3: perform mathematical operations in NumPy

  4. Task #4: perform arrays slicing and indexing

  5. Task #5: perform elements selection (conditional)

  6. Task #6: understand pandas fundamentals

  7. Task #7: pandas with csv and html data

  8. Task #8: pandas operations

  9. Task #9: pandas with functions

  10. Task #10: perform sorting and ordering in pandas

Recommended experience

Basic python programming and mathematics.

3 project images

Instructor

Instructor ratings
4.1 (23 ratings)
Ryan Ahmed
Coursera Project Network
38 Courses84,100 learners

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

Felipe M.
Learner since 2018
"To be able to take courses at my own pace and rhythm has been an amazing experience. I can learn whenever it fits my schedule and mood."
Jennifer J.
Learner since 2020
"I directly applied the concepts and skills I learned from my courses to an exciting new project at work."
Larry W.
Learner since 2021
"When I need courses on topics that my university doesn't offer, Coursera is one of the best places to go."
Chaitanya A.
"Learning isn't just about being better at your job: it's so much more than that. Coursera allows me to learn without limits."

Learner reviews

Showing 3 of 285

4.4

285 reviews

  • 5 stars

    66.31%

  • 4 stars

    21.18%

  • 3 stars

    6.94%

  • 2 stars

    2.08%

  • 1 star

    3.47%

SK
5

Reviewed on Jul 14, 2021

VL
4

Reviewed on Aug 27, 2021

MA
5

Reviewed on Jul 25, 2021

New to Data Analysis? Start here.

Placeholder

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