BM2024 BIOINFORMATICS Lecture Notes for BME - seventh (7th) semester -by R.Anirudhan

BM2024 BIOINFORMATICS Lecture Notes for BME - seventh (7th) semester


BM2024 Lecture Notes

Syllabus :

UNIT I BIOINFORMATICS 
 Introduction, Overview of structural Bioinforamtics ; Characteristics, Categories,
Navigation and information retrieval of Bioinformatics databases,

UNIT II DATABASES 
Description and Organisation of Sequence, Structure and Other databases; Database
Warehousing and data mining in Bioinformatics.

UNIT III TOOLS 
Need for tools, Knowledge discovery, Industry trends and data mining tools; Data
submission tools, Data analysis tools, Prediction tools and modeling tools.

UNIT IV MACHINE LEARNING IN BIOINFORMATICS 
Neural network, Genetic and fuzzy logic applications in Bioinformaitcs; Modeling for
Bioinformatics – Hidden Markov, Comparative, probabilistic and molecular modeling

UNIT V ALGORITHMS 
Classification algorithms, implementing algorithms , biological algorithms, bioinformatics
tasks and corresponding algorithms and algorithms and bioinformatics software; Data
analysis algorithms – Sequence comparison, Substitution matrices and sequence
alignment optimal algorithm; Prediction algorithms – Gene prediction, Phylogenetic
prediction and protein structure prediction algorithms.


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