Pandas & Python for Data Analysis by Example – Full Course for Beginners

Learn how to use Pandas and Python for Data Analysis, to Data Cleaning and Data Wrangling. You will learn by creating real life projects interactively to help you take the next step in your Data Science Career. Learn more about the projects at https://www.datawars.io/freecodecamp ⚠️ Important! We encourage you to try to resolve the projects by yourself first! And watch the solution afterwards ⚠️ 💻 Course created by Santiago Basulto from DataWars. 🔗 Find more interactive Data Science projects solve at: https://www.datawars.io ❤️ Try interactive Python courses we love, right in your browser: https://scrimba.com/freeCodeCamp-Python (Made possible by a grant from our friends at Scrimba) ⭐️ Projects Covered ⭐️ ⌨️ (0:00:00) Introduction ⌨️ (0:02:22) DataFrames practice: working with English Words [🟢 Easy] This project focuses on the basics of pandas DataFrames, including understanding its structures and modifying them. The data we're using is a big dictionary of english words. 🔗 Solve the project by yourself: https://www.datawars.io/fcc-english-words ⌨️ (0:33:26) Filtering and sorting with Pokemon data [🟢 Easy] This project focuses on the main tasks of Data Analysis: filtering and sorting and question/answering. The dataset includes information of pokemons from all generations (to make it more fun!) 🔗 Solve the project by yourself: https://www.datawars.io/fcc-filtering-pokemon ⌨️ (1:24:30) The Birthday Paradox in the NBA [🟡 Intermediate] The Birthday Paradox answers the question: how many people do you need in the same room in order to have a probability of at least 50% that two people share a birthday. The answer is astonishing! You'll use your findings to find which teams in the NBA share player's birthdays. 🔗 Solve the project by yourself: https://www.datawars.io/fcc-birthday-nba ⌨️ (1:55:28) Matching Strings by Similarity using Levenshtein distance [🟡 Intermediate] One of the most challenging tasks of Data Cleaning is dealing with Strings. This pro