Learn Python programming for biological data manipulation and scientific research
☑ Understand Bioinformatics Concepts
☑ Manipulate DNA and protein sequences
☑ Build your first computer program
☑ Develop scripts in the Python programming language
☑ Biopython Library
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
English
Language
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