Left Blocks Image | Learnfly Right Blocks Image | Learnfly
All in One Offer! | Access Unlimited Courses in any category starting at just $29. Offer Ends in:

Learnfly | Menu Trigger Icons Browse Library

  • Business Solutions
  • Become an Instructor
  • 0
    Shopping Cart
    Learnfly | Empty Cart Icons

    Your Cart is empty. Keep shopping to find a course!

    Browse Courses
Free
6 days left at this price!

This plan includes

  • Limitedfree coursesaccess
  • Play & PauseCourse Videos
  • VideoRecorded Lectures
  • Learn onMobile/PC/Tablet
  • Quizzes andReal Projects
  • Lifetime CourseCertificate
  • Email & ChatSupport
Get Unlimited Learning Access
$29
6 days left at this price!
30-Day Money-Back Guarantee

This plan includes

  • Access to11,000+Courses
  • Adsfree experienceCourses
  • Play & PauseCourse Videos
  • Learnfly HD IconsHD VideoRecorded Lectures
  • Learn onMobile/PC/Tablet
  • Quizzes andReal Projects
  • Lifetime CourseCertificate
  • InstructorDirect Support
  • Email & ChatSupport
  • Cancel Anytime
$29
  • Best practices from pandas expert Ted Petrou author of Master Data Analysis with Python
  • Introduction to the pandas DataFrame and Series
  • Understanding the different data types available within a DataFrame
  • Accessing the DataFrame components - the index, columns, and values
  • Setting a meaningful index in a DataFrame
  • Completing a five-step process for data exploration

Master Data Analysis with Python - Intro to Pandas targets those who want to completely master doing data analysis with pandas. This course provides an introduction to the two primary pandas objects, the DataFrame and Series. This is a brand new free course updated for the latest version of pandas.

This course is taught by expert instructor Ted Petrou, author of the highly-rated textbooks Pandas Cookbook and Master Data Analysis with Python. Ted has taught over 1,000 hours of live in-person data science courses that use the pandas library. Pandas is a difficult library to use effectively and is often taught incorrectly with poor practices. Ted is extremely adept at using pandas and is known for developing best practices on how to use the library.

All of the material and exercises are written in Jupyter Notebooks available for you to download. This allows you to read the notes, run the code, and write solutions to the exercises all in a single place.

This course targets those who have an interest in becoming experts and completely mastering the pandas library for data analysis in a professional environment. This course does not cover all of the pandas library, just a small and fundamental portion of it. If you are looking for a brief introduction of the entire pandas library, this course is not it. It takes many dozens of hours, lots of practice, and rigorous understanding to be successful using pandas for data analysis in a professional environment.

Intro to Pandas is first in the Master Data Analysis with Python series which includes the following sequence of courses:

  • Intro to Pandas

  • Selecting Subsets of Data with Pandas

  • Essential Pandas Commands

  • Grouping Data with Pandas

  • Time Series with Pandas

  • Cleaning Data with Pandas

  • Joining Data with Pandas

  • Data Visualization

  • Advanced Pandas

  • Exploratory Data Analysis

This course assumes no previous pandas experience. The only prerequisite knowledge is to understand the fundamentals of Python.

  • It is necessary to understand the fundamentals of the Python programming language. No prior experience with pandas needed.
  • Those who want to begin a comprehensive path for mastering the pandas library with best practices to analyze data
View More...
  • Section 1 : Introduction 1 Lectures 00:02:19

    • Lecture 1 :
  • Section 2 : Course Contents 6 Lectures 00:14:54

    • Lecture 1 :
    • Downloading the Course Material
    • Lecture 2 :
    • Exploring the Course Contents
    • Lecture 3 :
    • Opening the Material with Jupyter Notebooks
    • Lecture 4 :
    • Working through a Course Material
    • Lecture 5 :
    • Differences with Video Notebooks
    • Lecture 6 :
    • When to Open a New Notebook
  • Section 3 : What is pandas? 3 Lectures 00:13:16

    • Lecture 1 :
    • What is pandas?
    • Lecture 2 :
    • Which version of pandas to use?
    • Lecture 3 :
    • Pandas examples
  • Section 4 : The DataFrame and Series 6 Lectures 00:16:39

    • Lecture 1 :
    • Intro to the DataFrame and Series
    • Lecture 2 :
    • DataFrame Components
    • Lecture 3 :
    • Selecting a Series
    • Lecture 4 :
    • Components of a Series
    • Lecture 5 :
    • Getting Help in a Jupyter Notebook
    • Lecture 6 :
    • Exercises
  • Section 5 : Data Types and Missing Values 4 Lectures 00:14:34

    • Lecture 1 :
    • Intro to Data Types and Missing Values
    • Lecture 2 :
    • Finding the Data Type of Each Column
    • Lecture 3 :
    • Getting More Metadata
    • Lecture 4 :
    • Exercises
  • Section 6 : Setting an Index of a DataFrame 7 Lectures 00:19:53

    • Lecture 1 :
    • Setting an Index of a DataFrame
    • Lecture 2 :
    • Accessing the Index, Columns, and Data
    • Lecture 3 :
    • Accessing the Components of a Series
    • Lecture 4 :
    • The Default Index
    • Lecture 5 :
    • Setting an Index on Read
    • Lecture 6 :
    • Choosing a Good Index
    • Lecture 7 :
    • Exercises
  • Section 7 : Five-Step Process for Data Exploration 1 Lectures 00:05:21

    • Lecture 1 :
    • Five-Step Process for Data Exploration
  • Learnfly Google Logo
  • Learnfly Facebook Logo
  • Learnfly Apple Logo
  • Learnfly EA Logo
  • Learnfly Amazon Logo
  • Learnfly IBM Logo
  • Learnfly Microsoft Logo
  • Learnfly Reddit Logo
  • Learnfly Spotify Logo
  • Learnfly Uber Logo
  • Learnfly Youtube Logo
  • Learnfly Instagram Logo
  • How do i access the course after purchase?

    It's simple. When you sign up, you'll immediately have unlimited viewing of thousands of expert courses, paths to guide your learning, tools to measure your skills and hands-on resources like exercise files. There’s no limit on what you can learn and you can cancel at any time.
  • Are these video based online self-learning courses?

    Yes. All of the courses comes with online video based lectures created by certified instructors. Instructors have crafted these courses with a blend of high quality interactive videos, lectures, quizzes & real world projects to give you an indepth knowledge about the topic.
  • Can i play & pause the course as per my convenience?

    Yes absolutely & thats one of the advantage of self-paced courses. You can anytime pause or resume the course & come back & forth from one lecture to another lecture, play the videos mulitple times & so on.
  • How do i contact the instructor for any doubts or questions?

    Most of these courses have general questions & answers already covered within the course lectures. However, if you need any further help from the instructor, you can use the inbuilt Chat with Instructor option to send a message to an instructor & they will reply you within 24 hours. You can ask as many questions as you want.
  • Do i need a pc to access the course or can i do it on mobile & tablet as well?

    Brilliant question? Isn't it? You can access the courses on any device like PC, Mobile, Tablet & even on a smart tv. For mobile & a tablet you can download the Learnfly android or an iOS app. If mobile app is not available in your country, you can access the course directly by visting our website, its fully mobile friendly.
  • Do i get any certificate for the courses?

    Yes. Once you complete any course on our platform along with provided assessments by the instructor, you will be eligble to get certificate of course completion.
    Learnfly LMS Sample
  • For how long can i access my course on the platform?

    You require an active subscription to access courses on our platform. If your subscription is active, you can access any course on our platform with no restrictions.
  • Is there any free trial?

    Currently, we do not offer any free trial.
  • Can i cancel anytime?

    Yes, you can cancel your subscription at any time. Your subscription will auto-renew until you cancel, but why would you want to?
User Images | Learnfly

2899 Course Views

4 Courses

I am the author of Pandas Cookbook and Master Data Analysis with Python, highly rated texts on performing real-world data analysis with Pandas. I am the founder of Dunder Data, a company that teaches the fundamentals of data science and machine learning. I enjoy discovering best practices on how to use and teach data analysis with Python. I also enjoy creating open-source Python libraries and am author of Dexplot, Bar Chart Race, DataFrame Image, and Jupyter to Medium.
View More...
  • Unmatched Variety and Value!
    Learnfly's monthly subscription offers unlimited access to a vast range of courses. Affordable pricing, compared to competitors, makes it the ultimate choice for continuous learning.
    Jessica M.

    4.7

    JM
  • Top-Notch Quality, Affordable Rates!
    High-quality courses with certified instructors make Learnfly stand out. The affordable pricing is a game-changer for those seeking premium education.
    Alex P.

    4.5

    AP
  • Certified Excellence Every Time!
    Learnfly's courses, taught by certified instructors, ensure top-notch learning experiences. The course completion certificates add significant value to one's skill set.
    Sarah R.

    4.3

    SR
  • Round-the-Clock Support!
    Learnfly goes the extra mile with 24/7 course support. Their dedication to helping students succeed is commendable.
    Ryan K.

    4.1

    RK
  • Learn Anywhere, Anytime!
    Whether on mobile, PC, or tablet, Learnfly's platform offers flexibility. Learning on the go has never been easier.
    Emily S.

    4.7

    ES
  • Job-Ready Skills!
    Learnfly's job-oriented courses equip learners with practical skills for the workplace. An investment in career growth!
    Jake M.

    4.2

    JM
  • Budget-Friendly Brilliance!
    Learnfly's pricing is a steal for the quality and variety of courses offered. Quality education without breaking the bank.
    Olivia T.

    4.5

    OT
  • Instructor Excellence Unleashed!
    Learn from the best with Learnfly's certified instructors. The platform ensures that knowledge is imparted by industry experts.
    Daniel L.

    4.0

    DL
  • Achievement Unlocked!
    Learnfly not only offers courses but also recognizes your efforts with course completion certificates. A sense of accomplishment with every course finished.
    Maya H.

    4.6

    MH
  • Learning Revolution!
    Learnfly's platform is a revolution in education. Access to unlimited courses at affordable rates is a game-changer.
    Ethan W.

    4.7

    EW
  • principles-of-data-cleaning

    Principles of Data Cleaning

    By : Phikolomzi Gugwana

    Lectures 25 Beginner 0:34:10
  • microsoft-power-bi-a-complete-hands-on-training

    Microsoft Power BI-A Complete Hands...

    By : Deepesh Vashistha

    Lectures 41 Beginner 3:35:28

Students learning on Learnfly works with Fortune 500 companies around the globe.

  • Learnfly | a-l-1a Icons
  • Learnfly | a-l-2a Icons
  • Learnfly | a-l-3a Icons
  • Learnfly | a-l-4a Icons
  • Learnfly | a-l-6a Icons
  • Learnfly | a-l-7a Icons
Sign Up & Start Learning
Learnfly | Sign Up Icons
Learnfly | Sign Up Icons
Learnfly | Sign Up Icons
By signing up, you agree to our Terms of Use and Privacy Policy
Reset Password
Enter your email address and we'll send you a link to reset your password.
Learnfly | Sign Up Icons