All in One Offer! | Access Unlimited Courses in any category starting at just $29. Signup today. Offer Ends in: 5 Days!

Browse Library

Get Unlimited Learning Access
$29
5 days left at this price!
30-Day Money-Back Guarantee

It Includes

  • Get Full Access to the platform
  • Access to 16000+ online courses
  • Play & Pause Course Viewing
  • Attend weekly live webinar
  • High Quality Recorded Lectures
  • Learn Online from Mobile/PC/Tablet
  • Assignments & Projects
  • Online iLab Access
  • Certificate of Completion
  • Download for offline viewing
  • Cancel Anytime
$29
  • Perform data analysis with the Pandas library
  • Learn about dataframes and how to conduct data analysis in Python
  • Understand how to handle missing values in your data
  • Understand how to handle & clean up messy data

The demand for data engineers is greater than ever. So, there is no better time to upskill; learn Python and specifically data engineering.

I'll take you through the core concepts of dataframes, which are a key data structure within Pandas. We'll learn to ingest, clean and analyse the data and by the end of the course, you'll be in a position to use Python & Pandas on your own data to extract valuable insight.

The idea isn’t to become an expert through this course. The idea is to become confident in the core concepts of Python and Pandas so you can solve real-world problems today and so you can continue your learning by doing.

Because, nobody becomes an expert through taking a course (no matter how long they are), you only truly become an expert by getting out there & solving problems.

You will need to have Python installed and the Pandas library installed - which you can do using 'pip install pandas'.

  • Basic Python
  • The Pandas library should be installed - which you can do using 'pip install python'
  • Python should already be installed
  • Beginner Python Developers
  • Those interested in data analytics
View More...
  • Section 1 : Introduction 1 Lectures 00:00:29

    • Lecture 1 :
  • Section 2 : A project to get us started 4 Lectures 00:19:34

    • Lecture 1 :
    • Project introduction: What's the data & what do we want to achieve?
    • Lecture 2 :
    • Ingesting data & cleaning it up
    • Lecture 3 :
    • Initial insight from the data
    • Lecture 4 :
    • Extracting a little more insight
  • Section 3 : The Pandas Essentials 10 Lectures 00:27:31

    • Lecture 1 :
    • Importing data
    • Lecture 2 :
    • Inspecting our dataframe - what do we have to work with?
    • Lecture 3 :
    • Handling missing values
    • Lecture 4 :
    • Removing duplicated data
    • Lecture 5 :
    • Where Statements
    • Lecture 6 :
    • Selecting specific fields from the dataframe
    • Lecture 7 :
    • Group By
    • Lecture 8 :
    • Ranking our dataframes on a specific field value
    • Lecture 9 :
    • The Apply function: data cleanup & additional insight
    • Lecture 10 :
    • Write dataframes back to files
  • Section 4 : Practicing what we have learned 2 Lectures 00:06:52

    • Lecture 1 :
    • Your challenge, if you accept it
    • Lecture 2 :
    • Challenge solution
  • Section 5 : Conclusion 2 Lectures 00:02:56

    • Lecture 1 :
    • A real world example of using Pandas
    • Lecture 2 :
    • Thank you
  • 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.
  • 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?

Kieran Keene,

I am a data engineer by trade and specialize in Python, SQL, Spark, Hive, MongoDB and more. I've come on Learnfly to try and make simple, short crash courses into these technologies as I personally find the longer courses to drawn-out & I often lose interest. The idea is to keep it short and sharp!
View More...
  • tableau-prep-masterclass-with-real-world-business-problems

    ​Tableau Prep Masterclass- W...

    By : Siddharth Pawar

    Lecture 21 Beginner Level 1:57:42
  • data-visualization-with-tableau-10-5

    Data visualization with Tableau 10....

    By : Siddharth Pawar

    Lecture 29 Beginner Level 3:39:45
  • tableau-server-2018-administration

    Tableau Server 2018 Administration

    By : Siddharth Pawar

    Lecture 26 Beginner Level 3:9:59
  • principles-of-data-cleaning

    Principles of Data Cleaning

    By : Phikolomzi Gugwana

    Lecture 25 Beginner Level 0:34:10
  • statistical-modeling-for-data-science

    Statistical Modeling for Data scien...

    By : Gulab Chand Tejwani

    Lecture 13 Intermediate Level 1:4:34
  • data-preprocessing-for-machine-learning-using-matlab

    Data Preprocessing for Machine Lear...

    By : Dr. Nouman Azam

    Lecture 30 Beginner Level 4:14:3
Signup & Continue Checkout
By signing up, you agree to our Terms of Use and Privacy Policy
Create New Password
Enter your email address and we'll send you a link to reset your password.