Master Data Analysis with Pandas
Learn most powerful data analysis toolkit quickly and easily | All Codes, Jupyter notebooks and datasets are included
Updated on Dec, 2023
Language - English
Duration -50 mins
Data analysis is a crucial thing in business to organize, interpret, structure, and present the data to extract meaningful insights in order to take significant business decisions. With proper data analysis, organizations could be able to
Predict customer behaviors
Cut operational costs and resolve existing challenges
Build a better business plan, innovative sales, and marketing strategies for the upcoming year, and much more.
As per the well-renowned report, Data Analyst is forecast to be one of the most in-demand jobs by 2022. Even machine learning engineers and data scientists too need data analysis skills. Because Data is the new oil and it needs to be processed.
With data analysis tools one can easily do data cleansing, data manipulation, data normalization, data inspection, statistical analysis, data fill, and much more.
Pandas is one of the most powerful libraries to do data analysis. In this learning course, you'll learn how to perform the below-mentioned tasks with Pandas in a quick and easy way.
Importing data from multiple sources and transforming it into Dataframe
Performing data extraction
Doing statistical analysis
Exporting data frames into different file formats.
Doing Data inspection, data sorting, data visualization, and much more.
Data analysis is an applied science, it requires lots of hands-on. In this course, you'll get lots of lot pragmatic hands-on in pythonic style.
See you in class!!
What will you learn in this course:
- Learn fundamental concepts of data analysis
- Learn to do export from dataframe to different file formats
- Learn to create dataframes and series
- Learn importing data from multiple sources and transforming into Dataframe
- Learn to perform data extraction
- Learn statistical analysis
- Learn data sorting
- Learn indexing, slicing and data selection
- Learn to create filters
What are the prerequisites for this course?
- Must have python and required python lib installed on system
- Knowledge of sql would be helpful. But not neccessary.
Check out the detailed breakdown of what’s inside the course
- Introduction to Pandas 01:59 01:59
- Setting up the virtual environment 04:19 04:19
Pandas: Creating dataframes
Pandas: View and Inspect the Data
Pandas: Indexing and Slicing
Pandas: Statistical Data Analysis
Pandas: Data Sorting
Pandas: Data Filtering
Pranjal SrivastavaSME of AWS & IBM Cloud
I am an Instructor, Devops engineer, machine learning enthusiast, cloud expert and passionate developer.
I have authored 60+ courses on wide array of technologies like containerization, machine learning, Linux, programming languages and cloud computing platforms like Microsoft Azure, Amazon Web Service and IBM Cloud.
User your certification to make a career change or to advance in your current career. Salaries are among the highest in the world.
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