edX
MOOC / Non-credit
0
Data Preprocessing for Data Science
About this course
Learn how to prepare and transform data for analysis and machine learning. The course includes techniques for data cleaning, normalization, domain reduction, and the application of various dimensionality reduction methods such as PCA and t-SNE to enhance data usability and visualization.
B
74/100
CourseAsk score
- What the provider tells you
- 23/45
- Who stands behind it
- 35/35
- How complete the listing is
- 16/20
Scores how much the provider publishes and who stands behind it — not how well it is taught.
What you'll learn
- data cleaning
- data normalization
- domain reduction techniques
- dimensionality reduction methods
- enhancing data visualization
Course objectives
- prepare data for analysis
- transform data for machine learning
Machine Learning
Data Analysis
#machine learning
#data visualization
#pca
#dimensionality reduction
#data analysis
#data cleaning
#data transformation
#normalization
#t-SNE
#data preprocessing
$98.99
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