Executive Development Programme in Microarray Analysis for Biotech
-- ViewingNowThe Executive Development Programme in Microarray Analysis for Biotech is a certificate course designed to provide learners with essential skills in genetic analysis using microarray technology. This programme is crucial in the rapidly evolving biotech industry, where the demand for professionals with expertise in microarray analysis is on the rise.
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โข Introduction to Microarray Analysis: Basics of microarray technology, data generation, and applications in biotechnology.
โข Data Preprocessing: Handling microarray data, quality control, normalization, and data transformation.
โข Statistical Analysis: Statistical methods and tools to analyze microarray data, including ANOVA, t-test, and Bayesian methods.
โข Data Mining and Machine Learning: Utilizing machine learning techniques for microarray analysis, such as clustering, classification, and feature selection.
โข Pathway and Network Analysis: Understanding biological pathways and networks in microarray analysis, and using tools for pathway analysis and visualization.
โข Experimental Design: Designing experiments for microarray analysis, including sample size estimation and replication.
โข Integration of Microarray Data: Integrating microarray data with other data sources, such as genomic, transcriptomic, and proteomic data.
โข Reproducibility and Validation: Ensuring reproducibility in microarray analysis, and validating results using other experimental techniques.
โข Case Studies: Applying microarray analysis techniques in real-world biotech scenarios, including drug discovery, diagnostics, and biomarker discovery.
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