Data Analysis in Biotechnology Research

Category	Tool	Type	Use in Agricultural Biotechnology
🧪 Molecular Biology Tools	PCR	Lab Technique	DNA amplification
	qPCR	Quantitative Tool	Gene expression analysis
	Gel Electrophoresis	Lab Tool	DNA separation
	DNA Sequencer	Advanced Tool	Genome sequencing
	CRISPR-Cas9	Gene Editing Tool	Trait improvement
🧬 Omics Technologies	Genomics	Omics Field	Genome analysis
	Transcriptomics	Omics Field	Gene expression study
	Proteomics	Omics Field	Protein profiling
	Metabolomics	Omics Field	Metabolic pathways
💻 Bioinformatics Tools	BLAST	Sequence Tool	Gene identification
	ClustalW	Alignment Tool	Sequence alignment
	MEGA	Phylogenetic Tool	Evolution analysis
	Galaxy	Bioinformatics Platform	Data analysis workflows
	Bioconductor	R Package	Genomic data analysis
🤖 AI & Machine Learning	TensorFlow	AI Framework	Genomic predictions
	PyTorch	AI Framework	Sequence analysis
	Scikit-learn	ML Library	Classification & prediction
	Keras	Deep Learning	Neural models
🌱 Tissue Culture & Lab	Laminar Air Flow	Lab Equipment	Sterile conditions
	Autoclave	Sterilization Tool	Media sterilization
	Growth Chamber	Controlled Environment	Plant growth regulation
	Bioreactor	Advanced Tool	Mass propagation