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For data to be useful and meaningful, it must be curated and refined. This Data Wrangling with Python course teaches you the core ideas behind these processes and equips you with knowledge of the most popular tools and techniques in the domain.
The course starts with the absolute basics of Python, focusing mainly on data structures. It then delves into the fundamental tools of data wrangling like NumPy and Pandas libraries. You'll explore useful insights into why you should stay away from traditional ways of data cleaning, as done in other languages, and take advantage of the specialised pre-built routines in Python. This combination of Python tips and tricks will also demonstrate how to use the same Python backend and extract/transform data from an array of sources including the Internet, large database vaults, and Excel financial tables. To help you prepare for more challenging scenarios, you'll cover how to handle missing or wrong data, and reformat it based on the requirements from the downstream analytics tool. This data wrangling course will further help you grasp concepts through real-world examples and datasets.
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Kontakta ossLearning Tree erbjuder kundanpassad utbildning hos er, öppna kurser i Stockholm, London eller Washington, möjlighet att delta via våra Anywhere centers (Malmö, Göteborg, Linköping, Stockholm eller Borlänge) eller olika former av e-learning med lärarstöd. Läs mer på www.learningtree.se/priser .
*Events with the Partial Day Event clock icon run longer than normal but provide the convenience of half-day sessions.
27 - 29 okt
9:00 - 4:30 GMT
Online (AnyWare)
12 - 14 jan
9:00 - 4:30 GMT
Online (AnyWare)
7 - 9 apr
9:00 - 4:30 BST
Online (AnyWare)
7 - 9 jul
9:00 - 4:30 BST
Online (AnyWare)
3 - 5 nov
9:00 - 4:30 EST
Online (AnyWare)
9 - 11 dec
9:00 - 4:30 EST
Online (AnyWare)
6 - 8 jan
9:00 - 4:30 EST
Herndon, VA / Online (AnyWare)
3 - 5 feb
9:00 - 4:30 EST
Ottawa / Online (AnyWare)
10 - 12 mar
9:00 - 4:30 EST
New York / Online (AnyWare)
7 - 9 apr
9:00 - 4:30 EDT
Herndon, VA / Online (AnyWare)
5 - 7 maj
9:00 - 4:30 EDT
Ottawa / Online (AnyWare)
9 - 11 jun
9:00 - 4:30 EDT
New York / Online (AnyWare)
7 - 9 jul
9:00 - 4:30 EDT
Herndon, VA / Online (AnyWare)
4 - 6 aug
9:00 - 4:30 EDT
Ottawa / Online (AnyWare)
8 - 10 sep
9:00 - 4:30 EDT
New York / Online (AnyWare)
Kurs med startgaranti
När du ser symbolen för “Guaranteed to Run” vid ett kurstillfälle vet du att kursen blir av. Garanterat.Partial Day Event
Learning Tree offers a flexible schedule program. If you cannot attend full day sessions, this option consists of four-hour sessions per day instead of the full-day session.Data Wrangling with Python takes a practical approach to equip beginners with the most essential data analysis tools in the shortest possible time. It contains multiple activities that use real-life business scenarios for you to practise and apply your new skills in a highly relevant context.
It is the process of unifying and cleaning raw data sets to make them easier to analyse.
Yes! We know your busy work schedule may prevent you from getting to one of our classrooms which is why we offer convenient online training to meet your needs wherever you want, including online training.