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Data Science and Analytics (CX)
KFUPM Main Campus, Dhahran, Saudi Arabia
# =84QS Subject Rankings
12 monthsProgram duration
MathematicsMain Subject Area
Program overview
Main Subject
Mathematics
Degree
Other
Study Level
Undergraduate
Study Mode
On Campus
Read more probability theory, inference, least-square estimation, maximum likelihood estimation, finding local and global optimal solutions (gradient descent, genetic algorithms, etc.), and generalized additive models. It also covers machine learning topics such as classification, conditional probability estimation, clustering, and dimensionality reduction (e.g. discriminant factor and principal component analyses), and decision support systems. The program also covers big data analysis, including big data collection, preparation, preprocessing, warehousing, interactive visualization, analysis, scrubbing, mining, management, modeling, and tools such as Hadoop, Map-Reduce, Apache Spark, etc. Read less
Program overview
Main Subject
Mathematics
Degree
Other
Study Level
Undergraduate
Study Mode
On Campus
Read more probability theory, inference, least-square estimation, maximum likelihood estimation, finding local and global optimal solutions (gradient descent, genetic algorithms, etc.), and generalized additive models. It also covers machine learning topics such as classification, conditional probability estimation, clustering, and dimensionality reduction (e.g. discriminant factor and principal component analyses), and decision support systems. The program also covers big data analysis, including big data collection, preparation, preprocessing, warehousing, interactive visualization, analysis, scrubbing, mining, management, modeling, and tools such as Hadoop, Map-Reduce, Apache Spark, etc. Read less
Admission Requirements
Tuition Fee
Scholarships
QS subject rankings
Subject: Mathematics
Ranking criteria
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