Product ID: OC-2024-C1U8Y
Getting Started with Pandas
This Pandas course prepares teaches the fundamentals of data analysis. It shows how to load data, inspect it, deal with missing values, use statistical summaries, plot, pivot and more. This course contains 18 hours of materials, taught by Matt Harris
Overview
This Pandas course teaches us the fundamentals of data analysis. It shows how to load data, inspect it, deal with missing values, use statistical summaries, plot, pivot and more. This course contains 18 hours of materials, taught by Matt Harrison, a Python and Pandas expert and author.
Following this course students will be able to leverage their skills with pandas to perform powerful data analysis, create plots, clean data, and prepare data for machine learning.
Pandas is a powerful library, but it can be confusing. Fill in the knowledge gaps and understand how Pandas works under the covers. You will come out of this class grokking the syntax, and the best practices for creating beautiful Pandas code. We will also show how to use Jupyter and install additional packages.
Skills you'll gain
JupyterPandas
What you'll learn
- Getting Started – Installation, Jupyter, and Example
- Understanding Jupyter and editors
- Installing libraries
- Overview of functionality of Pandas
- Series objects
- Basic operations
- Aggregation methods
- Index manipulation
- String manipulation
- DataFrame objects
- Slicing data
- Cleaning data
- Boolean arrays and filtering
- Plotting
- Grouping
- Grouping with a column
- Grouping with multiple columns, functions, and dates
- Pivoting and stacking
- Time series
- Shifting data
- Window operations
- Date grouping
- Dealing with missing data
- Plotting
- Tips and Tricks
- Apply tricks
- Debugging
- Testing
- Seaborn plotting
Who Should Attend
Prerequisites
- New Python developers looking to quickly develop and keen understanding of the power of Pandas
- Individuals who are familiar with data science and need to understand Pandas
- Basic computer knowledge is assumed
- Prior programming experience with Python is strongly preferred
Chapters
Explore a structured set of chapters designed to build your skills step by step, with practical examples and hands-on applications.
Meet your instructors
Matt Harrison
View my channelFrequently Asked Questions
How much do the courses at Starweaver cost?
We offer flexible payment options to make learning accessible for everyone. With our Pay-As-You-Go plan, you can pay for each course individually. Alternatively, our Subscription-Based plan provides you with unlimited access to all courses for a monthly or yearly fee.
Do you offer any certifications upon completion of a course at Starweaver?
Yes, we do offer a certification upon completion of our course to showcase your newly acquired skills and expertise.
Does Starweaver offer any free courses or trials?
Related Modules
Product ID: OC-2024-C1U8Y
8 hours 15 minutes of video content
Downloadable resources
Certificate of completion
Desktop and Mobile access
Matt Harrison