CBT Nuggets uses cookies to give you the best experience on our website. You can read more about our use of cookies, or just continue to use the site as you normally would if you agree.

Skill

Data Structures with Pandas

September 2018 with Ben Finkel

The labs for this skill have been deprecated. However, this skill still retains value as a training resource.

In this module, trainer Ben Finkel teaches you intermediate-level programming topics using the Python programming language. Follow along as you learn to use NumPy to support and operate on large arrays, and gain an understanding of Pandas data structures and data analysis tools.

Ben Finkel — Ben Finkel
Trainer

Videos in this skill

1. Data Structures: Intro to NumPy (6:05)
2. Data Structures: NumPy Arrays (7:20)
3. Data Structures: 2D NumPy Arrays (5:03)
4. Data Structures: Intro to Pandas (6:17)
5. Data Structures: Pandas Series (6:54)
6. Data Structures: Pandas DataFrames (6:34)
7. Data Structures: Pandas Basic Functionality (5:55)
8. Data Structures: Pandas Import from .csv (5:35)
9. Data Structures: Importing Real Data with Pandas Lab (6:11)
10. Using Pandas Data: Descriptive Statistics (5:36)
11. Using Pandas Data: Iteration (6:48)
12. Using Pandas Data: Sorting (4:07)
13. Using Pandas Data: Covariance and Correlation (3:16)
14. Using Pandas Data: Aggregations (5:53)
15. Using Pandas Data: Grouping (4:13)
16. Using Pandas Data: Merging (5:44)
17. Using Pandas Data: Using Pandas Data Lab (11:33)

Quizzes & Practice Exams

Reinforce core concepts and new skills with built-in quiz questions, and exams.

Virtual Labs

Explore new technology and apply your expertise in customized virtual labs.

Accountability Coaching

Define your goals and stick to a training plan with help from our coaches.

Learn this skill and so much more!

Gain instant access to our entire IT training library, free for your first week. Train anytime on your desktop, tablet, or mobile devices.

Not sure where to start?
Call 541-284-5522 or try our .

What is it like to train with us?

Our learners say it best.

Helps me learn the skills I need when I need them

THOMAS S. | SYSTEMS ENGINEER & CONSULTANT

Get CBT Nuggets IT training news and resources

I have read and understood the privacy policy and am able to consent to it.

Product

Solutions

Resources

Company

Support

Follow us

Let's chat!

Sales | Support | General

© 2023 CBT Nuggets. All rights reserved.Terms | Privacy Policy | Accessibility | Sitemap | 2850 Crescent Avenue, Eugene, OR 97408 | 541-284-5522