Summer Training Program Computer programming in Python Session 4

Join us for an electrifying session all about pandas, the powerful Python library that revolutionizes data analysis! Our expert instructor, Hamad, will guide you through the thrilling world of pandas as he demonstrates how to effortlessly read data from a variety of sources, including Excel, HTML, and even images! Get ready to dive into the captivating realm of word clouds to visualize text data and discover how to sort and group data based on your preferred criteria. Hamad will tackle your burning questions and share invaluable tips for further learning and practice. Key highlights from this session include: Pandas is an extraordinary library that handles a multitude of data structures and operations like a pro, including data frames, series, indexing, filtering, merging, and aggregating! It can seamlessly read data from numerous formats such as Excel, CSV, HTML, and JSON, and even process image data to extract vital information like GPS coordinates and dates using the EXIF read library. Word clouds will dazzle you as they visually represent text data, with word size reflecting frequency or importance, making them perfect for summarizing customer feedback, social media posts, website content, or articles. Learn how to sort your data like a master using the sort_values method to specify columns and order (ascending or descending), and effortlessly renumber your rows post-sorting with the reset_index method. Plus, uncover the magic of grouping data in pandas with the groupby method and unleash powerful aggregation functions like sum, mean, count, or max to obtain insightful summary statistics!