Download Udemy – Advanced Data Analysis & Wrangling with Python Pandas 2023-10

Description

Advanced Data Analysis & Wrangling with Python Pandas course. Advanced data analysis and discussion course with Panda Python. This course from the Fantastic Python series is an advanced course in data manipulation and discussion with the pandas package in Python. Pandas is one of the most important packages in the Python ecosystem and most data scientists spend 80% of their time in it. Having a deep and thorough understanding of how pandas works is essential to perform more effective and efficient analysis. This course provides a complete guide to all areas of Pandas performance, from the basics to highly advanced and complex skills such as windowing and time series resampling. It teaches data scientists in all fields, including IT, business, finance, etc., how to effectively manipulate and discuss data in Pandas and how to avoid potential pitfalls (“Gotchas”). . The advanced sections of this course are particularly useful for those analysts/scientists working with time series data (and panel data), as pandas provides a wide set of features for time series computation. Therefore, financial experts and physicists find it particularly relevant to their field of work. This course starts with the basics of data series and data frameworks, then moves on to intermediate-level data manipulation, and finally to advanced data manipulation topics such as complex group operations, complex joins/joins, and transformations from wide to long and deep format. will pay. On the contrary, finally, a case study in the stock market is presented as the cornerstone of the entire course. This case study brings together most, if not all, areas of Pandas knowledge and analyzes real-world financial data.