Bioinformatics with Python

BY
Udemy

Mode

Online

Fees

₹ 499 1999

Quick Facts

particular details
Medium of instructions English
Mode of learning Self study
Mode of Delivery Video and Text Based

Course and certificate fees

Fees information
₹ 499  ₹1,999
certificate availability

Yes

certificate providing authority

Udemy

The syllabus

Module 01 - Introduction

  • Introduction and Course Plan
  • What is Bioinformatics?
  • What is a DNA?
  • What is Protein Synthesis?
  • Overview of Bioinformatics Databases

Module 02 - Bioinformatics with BioPython

  • Handling Sequences with BioPython
  • BioPython - Protein Synthesis
  • BioPython - DNA Composition - GC Content,AT Content and Frequency
  • BioPython - Sequence Alignment
  • BioPython - Difference Between Sequence Similarity and Sequence Identity
  • BioPython - Checking for Similarity Using Distance
  • BioPython - Checking for Similarity Using DotPlot
  • BioPython - Working with Biological Data File Formats - FASTA,GENBANK,etc
  • BioPython - Working with 3D Structures
  • BioPython - Visualizing 3D Structures
  • BioPython - Using Nglview For 3D Structures
  • BioPython - Using Pytraj For 3D Structure
  • BioPython - BLAST
  • Section Materials - For BioPython
  • Real Example with BioPython - Sequence Analysis of Covid 19 DNA

Module 03 - Bioinformatics with Biotite

  • Biotite - Introduction, Handling Sequences and Protein Synthesis
  • Biotite -Sequence Alignments
  • Biotite - Working with Files
  • Biotite - Reading Data From Bioinformatic Databases
  • Biotite - Fetching PDB Files from Protein Data Bank
  • Biotite - Fetching and Querying Multiple PDB Files
  • Biotite - Working 3D Structures of Protein
  • Biotite - Quick Overview of Phylogenetics with Biotite
  • Biotite - Applications Subpackage
  • Real Example with Biotite - Comparing Coronavirus and MERS viral genome
  • Section Materials - For Biotite

Module 03 - Bioinformatics with Scikit-Bio

  • Scikit-Bio- Handling DNA,RNA and Protein Sequence
  • Scikit-Bio - Protein Synthesis
  • Scikit-Bio - DNA Composition - Checking for GC Content and AT Content
  • Scikit-Bio - Checking for Similarity using Hamming Distance and Kmer-Distance
  • Scikit-Bio - Kmers and Kmers Frequency
  • Scikit-Bio - Sequence Alignment - Global and Local Alignments
  • Scikit-Bio - Working with FASTA and GenBank File Formats
  • Scikit-Bio - Phylogenetics - A Simple Overview using Newick Format
  • Section Materials - For Scikit-Bio

Module 04 - Bioinformatics Extra - Using Custom Functions, BioJulia etc

  • Bioinformatics using Custom Functions in Python
  • Building A BioInformatics Package with Python -From Scratch
  • Bioinformatics with NeatBio
  • Building A Simple BioInformatics App with Streamlit
  • Bioinformatics with Julia
  • Thank You Note

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