Introduction to programming for Bioinformatics with Python

Introduction to programming for Bioinformatics with Python

Introduction to programming for Bioinformatics with Python

Learn Python programming for biological data manipulation and scientific research

Language: english

Note: 4.3/5 (93 notes) 7,571 students

Instructor(s): Diego Mariano, Ph.D.

Last update: 2021-09-23

What you’ll learn

  • Understand Bioinformatics Concepts
  • Manipulate DNA and protein sequences
  • Build your first computer program
  • Develop scripts in the Python programming language
  • Biopython Library

 

Requirements

  • No basic knowledge required

 

Introduction to programming for Bioinformatics with PythonIntroduction to programming for Bioinformatics with Python

Description

Welcome to the “Introduction to Programming for Bioinformatics with Python” course. Recently, the new sequencing technologies have allowed new discoveries for Life Sciences. However, computer skills became highly necessary to deal with big biological data. Hence, knowing how to build computer programs is essential to Bioinformatics.


In this course, you will learn the basics of programming for developing computer programs applied for Bioinformatics. You will also learn about creating your first algorithms, creating pipelines using the programming language Python, and analyzing biological databases. Python is the main programming language used for bioinformaticians.


This course is ideal for students who are starting in the field of bioinformatics and who do not have previous knowledge of programming.


You will also learn in this course:

• What are computer programs?

• How to create your first scripts?

• What is Python?

• Using the Colab web tool

• What are variables?

• Objects in Python

• Logical operators

• Variable types: strings, integers, Boolean

• Sequences in Python: lists, dictionaries, and tuples

• What are conditional statements?

• What are iterative statements?

• How to compare sequences

• Bioinformatics file types

• What is a software library?

• What is Biopython?

• How to convert a sequence from a string into a Biopython object?

• Manipulating sequences using Biopython

• Translation and transcription using Biopython

 

Who this course is for

  • Any student who wants to learn about programming for bioinformatics

 

Course content

  • Introduction
    • Welcome
    • Meet the Course Instructor
    • A brief introduction to Bioinformatics
    • Why would you need to know programming for Bioinformatics?
  • Python fundamentals
    • What will you learn in this chapter?
    • Introduction to Python
    • Colab tool
    • Comments
    • My first script
    • Variables
    • Questionnaire (variables)
    • Python Reserved Word List
    • Arithmetic Operators
    • Questionnaire (arithmetic operators)
    • Objects
    • Strings
    • Comparison Operators
    • Logical Operators
    • What is the if statement?
    • If statement
    • Loops
    • The while statement
    • Exercise – while
    • The for statement
  • Intermediate Level Python
    • Lists
    • Exercises – lists
    • Dictionaries
    • Exercises – dictionaries
    • Files
    • Exercise – files
    • Functions
    • Exercise – functions
  • Biopython
    • Introduction to Biopython library
    • GC content
    • Counting nucleotides
    • Transcription and translation

 


 

Don’t miss any coupons by joining our Telegram group 

Udemy Coupon Code 100% off | Udemy Free Course | Udemy offer | Course with certificate