Data Wrangling and Analysis with Python
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 3 Hours 12M | 2.49 GB
Genre: eLearning | Language: English
Discover the data analysis capabilities of the Python Pandas software library in this introduction to data wrangling and data analytics. Designed for learners with some core knowledge of Python, you'll explore the basics of importing, exporting, parsing, cleaning, analyzing, and visualizing data.
This course is an introduction to Pandas, where you'll learn to filter, group, match, and join data and then move on to advanced functions like analyzing trends and normalizing your data. There is also an introduction to some nifty skills like web scraping, working with API data, fuzzy matching, multiprocessing, and analyzing code performance.
Master the basics of Python data wrangling and data analysis
Discover the Pandas software library and its use as a data analysis tool
Learn to pull data from disparate sources (Excel, CSV, PDF, APIs, etc.)
Explore web scraping and how to handle encoding and decoding
Understand how to identify and clean data using RegEx and fuzzy matching
Sample other data analysis tools like natural language processing and Numpy
Learn the data visualization capabilities of MatDescriptionlib and Bokeh
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