Pandas Crash Course for beginners : NumPy + Pandas + Matplotlib
A Python crash course with Industry focused curriculum | Hands on coding Assignment
Python,Development,Data Science and AI ML,Data & Analytics
Lectures -63
Resources -10
Duration -6 hours
30-days Money-Back Guarantee
Get your team access to 10000+ top Tutorials Point courses anytime, anywhere.
Course Description
Hello and welcome to the course !
I hope you are exited to start this journey of learning python for data analysis.
By the end of this course you be able to comfortably manipulate and visualize your data.
I just want a commitment from you that you will attempt all the 13 quizzes that are distributed across each of the modules and also solve the Final assignment honestly. Why ? Because the more you practice the better you code.
Why you should take this course :
It’s Memorable: You’ll learn the “why” behind everything you do, so you remember the concepts and can use them on your own later.
It’s the Perfect Length: The course is just 6.5 hours long, so you’ll actually be able to finish it and get your certificate.
It Goes at the Perfect Pace: You will learn the Python fundamentals at a pace tailored to beginners. This means you won’t get left behind, and won’t waste time on irrelevant filler.
It’s Practical: You actually use Pandas to manipulate data. It’s not just dry theory. There is a mega coding assignment to give you a hands on flavour and make you more confident in this skill. Over time i will keep on adding more coding assignmet for your practice.
Now, let's have a look at the course outline.
We will start by laying some foundation with the below lectures :
Basic Introduction to Python.
Numpy Package, which forms the foundation of Pandas Package.
Then, we will learn about :
Data Types in Python to store collections of data.
Then we will start with the following :
Create Dataframe in Pandas from different file formats.
Data Selection and Filtering.
Merging and aggregations which forms the back bone of the dataframe analysis.
Working with Datetime using pandas.
Advance Data Manipulation.
Loops and Functions.
Data Visualization.
Assignment - Work Fitbit User Activity data.
Try out the course for a full 30 days, with a Zero Risk, 30 Day 100% Money Back Guarantee! You have absolutely nothing to lose and everything to gain!
Enroll in the Python crash course course Now! -- You'll be glad that you did!
Goals
- Learn how to use Numpy, List, Dictionary and Pandas for data manipulation.
- Learn how to use Matplotlib for Data Visualization using pandas.
- Learn how to create Dataframes from different file formats.
- Learn data selection, data manipulation, merging, grouping data in pandas.
- Final assignment in which you will analyse Fitbit's users activity using Pandas
Prerequisites
- No programming experience needed. You will learn everything you need to know.
Curriculum
Check out the detailed breakdown of what’s inside the course
Getting Started
3 Lectures
-
Introduction to the course 02:51 02:51
-
Setting up the environment 08:19 08:19
-
How to access the resources 04:00 04:00
Introduction to Python
2 Lectures
![Tutorialspoint](/market/public/assets/images/loader.gif)
Introduction to Numpy
5 Lectures
![Tutorialspoint](/market/public/assets/images/loader.gif)
Data Types in Python
6 Lectures
![Tutorialspoint](/market/public/assets/images/loader.gif)
Creating Dataframe Using Pandas
4 Lectures
![Tutorialspoint](/market/public/assets/images/loader.gif)
Data Selection and Manipulation
3 Lectures
![Tutorialspoint](/market/public/assets/images/loader.gif)
Merging Dataframe using Pandas
6 Lectures
![Tutorialspoint](/market/public/assets/images/loader.gif)
Aggregations
3 Lectures
![Tutorialspoint](/market/public/assets/images/loader.gif)
Working with Datatime in Pandas
3 Lectures
![Tutorialspoint](/market/public/assets/images/loader.gif)
Advance Data Manipulation
5 Lectures
![Tutorialspoint](/market/public/assets/images/loader.gif)
Iterating over Pandas Dataframe
5 Lectures
![Tutorialspoint](/market/public/assets/images/loader.gif)
User Defined Functions
2 Lectures
![Tutorialspoint](/market/public/assets/images/loader.gif)
Working with String Columns
4 Lectures
![Tutorialspoint](/market/public/assets/images/loader.gif)
Coding Assignment
2 Lectures
![Tutorialspoint](/market/public/assets/images/loader.gif)
Data Visualization using Matplotlib
10 Lectures
![Tutorialspoint](/market/public/assets/images/loader.gif)
Instructor Details
![Anmol Tomar](https://www.tutorialspoint.com/assets/profiles/393265/profile/200_1957085-1636036933.jpg)
Anmol Tomar
I am a Data Scientist with over 7 years of experience in python, data analysis, machine learning, and more. I have worked with various fortune 500 clients in various domains such as retail, insurance, banking and helped them take data-driven decisions.
Teaching has always been my passion. I have taught many students in offline mode and now with Tutorialspoint as a platform, I am looking forward to making the e-learning experience fun for you.
Course Certificate
Use your certificate to make a career change or to advance in your current career.
![sample Tutorialspoint certificate](/market/public/assets/newDesign/img/primePacks/V-certificate.png)
Our students work
with the Best
![adobe logo](/market/public/assets/newDesign/img/adobe.png)
![adp logo](/market/public/assets/newDesign/img/adp.png)
![apple logo](/market/public/assets/newDesign/img/apple.png)
![armani logo](/market/public/assets/newDesign/img/armani.jpg)
![bosch logo](/market/public/assets/newDesign/img/bosch.png)
![capegemini logo](/market/public/assets/newDesign/img/capegemini.png)
![cisco logo](/market/public/assets/newDesign/img/cisco.png)
![hdfc bank logo](/market/public/assets/newDesign/img/hdfcbank.png)
![ibm logo](/market/public/assets/newDesign/img/ibm.png)
![intel logo](/market/public/assets/newDesign/img/intel.png)
![mastercard logo](/market/public/assets/newDesign/img/mastercard.png)
![netflix logo](/market/public/assets/newDesign/img/netflix.png)
![qualcomm logo](/market/public/assets/newDesign/img/qualcomm.png)
![samsung logo](/market/public/assets/newDesign/img/samsung.png)
![sony logo](/market/public/assets/newDesign/img/sony.png)
![unilever logo](/market/public/assets/newDesign/img/unilever.png)
![walmart logo](/market/public/assets/newDesign/img/walmart.png)
![adobe logo](/market/public/assets/newDesign/img/adobe.png)
![adp logo](/market/public/assets/newDesign/img/adp.png)
![apple logo](/market/public/assets/newDesign/img/apple.png)
![armani logo](/market/public/assets/newDesign/img/armani.jpg)
![bosch logo](/market/public/assets/newDesign/img/bosch.png)
![capegemini logo](/market/public/assets/newDesign/img/capegemini.png)
![cisco logo](/market/public/assets/newDesign/img/cisco.png)
![hdfcbank logo](/market/public/assets/newDesign/img/hdfcbank.png)
![ibm logo](/market/public/assets/newDesign/img/ibm.png)
![intel logo](/market/public/assets/newDesign/img/intel.png)
![mastercard logo](/market/public/assets/newDesign/img/mastercard.png)
![netflix logo](/market/public/assets/newDesign/img/netflix.png)
![qualcomm logo](/market/public/assets/newDesign/img/qualcomm.png)
![samsung logo](/market/public/assets/newDesign/img/samsung.png)
![sony logo](/market/public/assets/newDesign/img/sony.png)
![unilever logo](/market/public/assets/newDesign/img/unilever.png)
![walmart logo](/market/public/assets/newDesign/img/walmart.png)
Related Video Courses
View MoreAnnual Membership
Become a valued member of Tutorials Point and enjoy unlimited access to our vast library of top-rated Video Courses
Subscribe now![Annual Membership Annual Membership](/market/public/assets/newDesign/img/membership-large-small.jpg)
Online Certifications
Master prominent technologies at full length and become a valued certified professional.
Explore Now![Online Certifications Online Certifications](/market/public/assets/newDesign/img/traning-for-a-team.png)