FWD Resources
Getting Started with Python
Python is a versatile tool for any data analyst or enthusiast. With a few lines of code, you can read in data, transform it to the format you need, and analyze the information from one place. However, it can be daunting if you don’t know where to start. This resource helps you master the basics.
How to read and extract data from PDF files
Extracting structured data from PDFs can be frustrating. PDFs are designed for presentation, not data analysis. But with a few Python libraries and a bit of code, getting data from tables within a PDF can be a fairly smooth process. Learn how.
Getting Started With Python Pandas Library
Learn how to get started with pandas, Python’s powerful data analysis library. This beginner-friendly guide covers installation, importing pandas, creating DataFrames, and performing basic operations to help you master data analysis in Python quickly.
How to transform wide tables to long tables using Pandas
Learn how and why data analysts use the pandas melt() function to reshape wide data into long, tidy tables. Includes syntax breakdown, examples, and practical tips for easier data analysis and visualization.
Sorting and Ranking Data in Pandas
Learn to sort and rank data, which will allow you to uncover patterns, identify leaders and laggards, and compare values quickly.
Filtering Data in Pandas: Conditions and Boolean Indexing
Learn how to filter data in pandas using conditions and Boolean indexing.
How to Export Pandas DataFrames to CSV and Excel in Python
Learn how to export pandas DataFrames to CSV and Excel files in Python. Step-by-step tutorial with code examples.
How to Select Columns and Rows in Pandas DataFrames
Beginner’s guide to selecting columns and rows in pandas DataFrames using loc and iloc. Learn with clear examples in Python
How to Read a CSV or Excel File in Python with Pandas
Learn how to read CSV and Excel files into pandas DataFrames in Python. Step-by-step guide with examples for beginners.
How to Install Python on Your Computer
Step-by-step guide to installing Python on your local machine. Learn how to download, set up, and start coding in Python for beginners.