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Books > Professional & Technical > Biochemical engineering > Biotechnology
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Gene Expression Data Analysis - A Statistical and Machine Learning Perspective (Hardcover)
Loot Price: R4,118
Discovery Miles 41 180
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Gene Expression Data Analysis - A Statistical and Machine Learning Perspective (Hardcover)
Expected to ship within 12 - 17 working days
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An introduction to the Central Dogma of molecular biology and
information flow in biological systems. A systematic overview of
the methods for generating gene expression data. Background
knowledge on statistical modeling and machine learning techniques.
Detailed methodology of analyzing gene expression data with an
example case study. Clustering methods for finding co-expression
patterns from microarray, bulkRNA and scRNA data. A large number of
practical tools, systems and repositories that are useful for
computational biologists to create, analyze and validate
biologically relevant gene expression patterns. Suitable for
multi-disciplinary researchers and practitioners in computer
science and biological sciences.
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