Pandas Full Course

Course outline

• Learn Pandas Fast: Answer a Real Data Question in 20 Minutes | Pandas Course #1 – In this lesson you'll be able to: Explain what pandas is and why analysts use it Load a real CSV file and inspect it in seconds Find and…
• Install Pandas the Right Way and Fix Setup Errors for Good | Pandas Course #2 – In this lesson you'll be able to: Check which Python and pandas versions you are running Install, upgrade and verify pandas and its helper…
• Pandas Series vs DataFrame Explained: The 2 Objects Behind Every Table | Pandas Course #3 – In this lesson you'll be able to: Build a Series and read its values, index and type Pull Series out of a real DataFrame and summarise…
• Create and Inspect a Pandas DataFrame Like a Pro: info, describe, dtypes | Pandas Course #4 – In this lesson you'll be able to: Build a DataFrame from a dictionary, a list of rows or an array Load a real CSV file and take a first…
• Pandas DataFrame Basics: Add, Drop, Rename and Summarise Columns | Pandas Course #5 – In this lesson you'll be able to: Read a table's key attributes: shape, size, columns, index, dtypes Add new columns with fast,…
• Explore a New Dataset in Pandas Step by Step (Hands-on Project) | Pandas Course #6 – In this lesson you'll be able to: Build a DataFrame from your own lists and extend it Run a first-look checklist on an unfamiliar dataset…
• Read and Write CSV, Excel, JSON and SQL in Pandas (No More File Errors) | Pandas Course #7 – In this lesson you'll be able to: Read CSV files with the right columns and real dates Save results to CSV and Excel, and read them back…
• Pandas loc vs iloc: Select Exactly the Rows and Columns You Need | Pandas Course #8 – In this lesson you'll be able to: Pick one column or several with square brackets Select rows and columns by position with iloc Select…