Nyd den ubegrænsede adgang til tusindvis af spændende e- og lydbøger - helt gratis
Fakta
In the age of data-driven decision-making, the quality of your data is the foundation upon which all your insights and analyses are built. "Data Cleaning and Preprocessing: The Foundation of Data Analysis" is your essential guide to mastering the crucial yet often underestimated processes of cleaning and preparing data for meaningful analysis.
From data scientists and analysts to business professionals and researchers, anyone working with data can benefit from this comprehensive and accessible book. It demystifies the complex world of data cleaning and preprocessing, making it accessible to both beginners and experienced practitioners.
Discover the fundamental principles of data quality and learn how to identify and address common data issues, such as missing values, outliers, and inconsistent records. Dive into essential techniques for handling data imperfections, from data imputation to outlier detection, and explore the art of feature engineering and dimensionality reduction to enhance the predictive power of your data.
The book provides hands-on guidance for implementing data cleaning and preprocessing techniques using popular programming languages like Python, R, and SQL, with practical examples and code samples. You'll also gain insights into best practices, data quality assessment, and the latest trends in the field, including ethical considerations and the application of AI and machine learning to automate data cleaning.
"Data Cleaning and Preprocessing: The Foundation of Data Analysis" is the go-to resource for harnessing the true potential of your data. It's a must-read for anyone who understands that quality data is not a luxury but a necessity in the data-driven world we live in. Take control of your data, unlock its potential, and transform the way you approach data analysis with this indispensable guide.
© 2025 Simon Winston (Lydbog): 9798318265785
Release date
Lydbog: 26. marts 2025
Over 600.000 titler
Download og nyd titler offline
Eksklusive titler + Mofibo Originals
Børnevenligt miljø (Kids Mode)
Det er nemt at opsige når som helst
For dig som lytter og læser ofte.
1 konto
100 timer/måned
Eksklusivt indhold hver uge
Fri lytning til podcasts
Ingen binding
For dig som lytter og læser ubegrænset.
1 konto
Ubegrænset adgang
Eksklusivt indhold hver uge
Fri lytning til podcasts
Ingen binding
For dig som ønsker at dele historier med familien.
2-6 konti
100 timer/måned pr. konto
Fri lytning til podcasts
Kun 39 kr. pr. ekstra konto
Ingen binding
2 konti
179 kr. /månedFor dig som vil prøve Mofibo.
1 konto
20 timer/måned
Gem op til 100 ubrugte timer
Eksklusivt indhold hver uge
Fri lytning til podcasts
Ingen binding
Dansk
Danmark