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 Data Science with Python: Munging, Outliers, and Feature Engineering

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Data Science with Python: Munging, Outliers, and Feature  Engineering Empty
MensajeTema: Data Science with Python: Munging, Outliers, and Feature Engineering   Data Science with Python: Munging, Outliers, and Feature  Engineering EmptyLun Ago 19, 2024 12:50 am

Data Science with Python: Munging, Outliers, and Feature Engineering


Data Science with Python: Munging, Outliers, and Feature  Engineering 34946654c623926959b7cc98d9f8040e

Published 5/2024
MP4 | Video: h264, 1920x1080 | Audio: AAC, 48 KHz
Language: English | Size: 126.32 MB | Duration: 46m 56s

Learn to preprocess and engineer features from raw data using Python. This course will teach you to handle missing values, detect outliers, create relevant features, and optimize datasets for effective data science projects.


Raw data often contains missing values, outliers, and irrelevant features that can hinder the success of data science projects.
In this course, Data Science with Python: Munging, Outliers, and Feature Engineering, you'll gain the ability to preprocess and engineer features from raw data effectively using Python.
First, you'll explore techniques for handling missing data and imputing missing values to ensure your datasets remain informative and reliable for analysis.
Next, you'll discover methods for detecting and treating outliers using statistical and machine learning approaches, developing strategies to handle them appropriately.
Finally, you'll learn how to create meaningful features from raw data, transform categorical variables, and optimize datasets for efficient analysis by dropping irrelevant columns and reordering them for better readability and processing.
When you're finished with this course, you'll have the skills and knowledge of data munging and feature engineering needed to tackle real-world data science problems, transform raw data into clean, informative datasets, and enhance the performance of your machine learning models.

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Código:
https://app.pluralsight.com/library/courses/python-data-science-munging-outliers-feature-engineering/table-of-contents


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Data Science with Python: Munging, Outliers, and Feature  Engineering 525c74b2815375cd6963c5c8ee3fd0c9



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rapidgator.net:
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