Using Python in Bioinformatics and the Laboratory | Real Python Podcast #197

Real Python · Beginner ·🎨 Image & Video AI ·2y ago
How is Python being used to automate processes in the laboratory? How can it speed up scientific work with DNA sequencing? This week on the show, Chemical Engineering PhD Student Parsa Ghadermazi is here to discuss Python in bioinformatics. 👉 Links from the show: https://realpython.com/podcasts/rpp/197/ Parsa provides background on his research and the bioinformatic techniques used to discover gut microbes' role in human health and diseases. We talk about automating lab experiments with liquid handling robots and Python. We dig into libraries to shatter and reassemble DNA sequences. Parsa also shares current projects from the Chan Lab at Colorado State University and his GitHub repository. Topics: - 00:00:00 -- Introduction - 00:01:51 -- Engineering Background and Current PhD Program - 00:05:52 -- What is Bioinformatics? - 00:08:11 -- Where do you use Python in the lab? - 00:10:35 -- Using lab robotics - 00:15:22 -- Python development environment - 00:16:33 -- Lab robotics allow for precision - 00:19:03 -- How are using these tools for research? - 00:22:14 -- What are the techniques for measurements? - 00:26:17 -- Video Course Spotlight - 00:27:33 -- How is the data output from the machine? - 00:29:20 -- Moving into DNA sequencing and extraction - 00:32:08 -- Shattering to work with smaller DNA sequences - 00:34:34 -- Python libraries for DNA re-assembly - 00:36:28 -- Building ADToolbox - 00:40:24 -- How do you store the data? - 00:41:32 -- Inferring microbial interactions - 00:44:02 -- Types of hardware used for these projects - 00:47:07 -- What are you excited about in the world of Python? - 00:48:09 -- What do you want to learn next? - 00:49:16 -- How can people follow your work online? - 00:50:00 -- Thanks and goodbye 👉 Links from the show: https://realpython.com/podcasts/rpp/197/
Watch on YouTube ↗ (saves to browser)
Sign in to unlock AI tutor explanation · ⚡30

Playlist

Uploads from Real Python · Real Python · 0 of 60

← Previous Next →
1 A better Python REPL – bpython vs python interpreter
A better Python REPL – bpython vs python interpreter
Real Python
2 Introducing large-type.com – A Utility Website
Introducing large-type.com – A Utility Website
Real Python
3 Reading Hacker News Without Wasting Tons of Time
Reading Hacker News Without Wasting Tons of Time
Real Python
4 Forward References and Python 3 Type Hints
Forward References and Python 3 Type Hints
Real Python
5 Using Sublime Text as your Git Editor
Using Sublime Text as your Git Editor
Real Python
6 Python Code Linting and Auto-Complete for Sublime Text
Python Code Linting and Auto-Complete for Sublime Text
Real Python
7 Make your Python Code More Readable with Custom Exceptions
Make your Python Code More Readable with Custom Exceptions
Real Python
8 Write Better Tests with Sublime Text's Split Layout Feature
Write Better Tests with Sublime Text's Split Layout Feature
Real Python
9 How to Use Sublime Text from the Command Line
How to Use Sublime Text from the Command Line
Real Python
10 Rename Variables with Multiple Selection in Sublime Text
Rename Variables with Multiple Selection in Sublime Text
Real Python
11 Sublime Text Settings for Writing PEP 8 Python
Sublime Text Settings for Writing PEP 8 Python
Real Python
12 Write Cleaner Python with Sublime Text's Indent Guides
Write Cleaner Python with Sublime Text's Indent Guides
Real Python
13 Sublime Text Whitespace Settings for Python Development
Sublime Text Whitespace Settings for Python Development
Real Python
14 Function Argument Unpacking in Python
Function Argument Unpacking in Python
Real Python
15 Python Code Review: Debugging and Refactoring "Conway's Game of Life" +  Automated Tests
Python Code Review: Debugging and Refactoring "Conway's Game of Life" + Automated Tests
Real Python
16 Using "get()" to Return a Default Value from a Python Dict
Using "get()" to Return a Default Value from a Python Dict
Real Python
17 A Python Shorthand for Swapping Two Variables
A Python Shorthand for Swapping Two Variables
Real Python
18 Python Code Review: Refactoring a Web Scraper, PEP 8 Style Guide Compliance, requirements.txt
Python Code Review: Refactoring a Web Scraper, PEP 8 Style Guide Compliance, requirements.txt
Real Python
19 Click & Jump to Test Failures from the Command Line (iTerm2)
Click & Jump to Test Failures from the Command Line (iTerm2)
Real Python
20 Setting up Sublime Text for Python Developers
Setting up Sublime Text for Python Developers
Real Python
21 Sublime Text + Python Guide Overview
Sublime Text + Python Guide Overview
Real Python
22 Python Code Review: Adding Pytest Tests to an Existing Python Web Scraper
Python Code Review: Adding Pytest Tests to an Existing Python Web Scraper
Real Python
23 Type-Checking Python Programs With Type Hints and mypy
Type-Checking Python Programs With Type Hints and mypy
Real Python
24 A Shorthand for Merging Dictionaries in Python 3.5+
A Shorthand for Merging Dictionaries in Python 3.5+
Real Python
25 Python Code Review Flask Web Security Tutorial + Virtualenvs, requirements.txt
Python Code Review Flask Web Security Tutorial + Virtualenvs, requirements.txt
Real Python
26 My Python Code Looks Ugly and Confusing – Help!
My Python Code Looks Ugly and Confusing – Help!
Real Python
27 Setting Up a Programmer Portfolio/Developer Blog – How To Get Started
Setting Up a Programmer Portfolio/Developer Blog – How To Get Started
Real Python
28 Do I Need a GitHub/GitLab/Bitbucket Profile as a Developer?
Do I Need a GitHub/GitLab/Bitbucket Profile as a Developer?
Real Python
29 Programmer Portfolio – Example and Walkthrough
Programmer Portfolio – Example and Walkthrough
Real Python
30 How to Get Your 1st Speaking Gig at a Tech Conference
How to Get Your 1st Speaking Gig at a Tech Conference
Real Python
31 How to Build Your Public Speaking Skills as a Developer
How to Build Your Public Speaking Skills as a Developer
Real Python
32 The Object-oriented Version of "Spaghetti Code" is "Lasagna Code" ?!
The Object-oriented Version of "Spaghetti Code" is "Lasagna Code" ?!
Real Python
33 Setting up Sublime Text for Python Developers – Lesson #1
Setting up Sublime Text for Python Developers – Lesson #1
Real Python
34 Cool New Features in Python 3.6
Cool New Features in Python 3.6
Real Python
35 "is" vs "==" in Python – What's the Difference? (And When to Use Each)
"is" vs "==" in Python – What's the Difference? (And When to Use Each)
Real Python
36 Emulating switch/case Statements in Python with Dictionaries
Emulating switch/case Statements in Python with Dictionaries
Real Python
37 Python Function Argument Unpacking Tutorial (* and ** Operators)
Python Function Argument Unpacking Tutorial (* and ** Operators)
Real Python
38 What Code Should I Put On My GitHub/GitLab/BitBucket Profile?
What Code Should I Put On My GitHub/GitLab/BitBucket Profile?
Real Python
39 A Crazy Python Dictionary Expression ?!
A Crazy Python Dictionary Expression ?!
Real Python
40 String Conversion in Python: When to Use __repr__ vs __str__
String Conversion in Python: When to Use __repr__ vs __str__
Real Python
41 Method Types in Python OOP: @classmethod, @staticmethod, and Instance Methods
Method Types in Python OOP: @classmethod, @staticmethod, and Instance Methods
Real Python
42 Optional Arguments in Python With *args and **kwargs
Optional Arguments in Python With *args and **kwargs
Real Python
43 Python Context Managers and the "with" Statement (__enter__ & __exit__)
Python Context Managers and the "with" Statement (__enter__ & __exit__)
Real Python
44 Installing Python Packages with pip and virtualenv / venv
Installing Python Packages with pip and virtualenv / venv
Real Python
45 "For Each" Loops in Python with enumerate() and range()
"For Each" Loops in Python with enumerate() and range()
Real Python
46 Python Code Review: LibreOffice Automation and the Python Standard Library
Python Code Review: LibreOffice Automation and the Python Standard Library
Real Python
47 Managing Python Dependencies With Pip and Virtual Environments – Lesson #1
Managing Python Dependencies With Pip and Virtual Environments – Lesson #1
Real Python
48 Python Tutorial: List Comprehensions Step-By-Step
Python Tutorial: List Comprehensions Step-By-Step
Real Python
49 Leveraging Python's Implicit "return None" Statements
Leveraging Python's Implicit "return None" Statements
Real Python
50 What's the meaning of underscores (_ & __) in Python variable names?
What's the meaning of underscores (_ & __) in Python variable names?
Real Python
51 Python Data Structures: Sets, Frozensets, and Multisets (Bags)
Python Data Structures: Sets, Frozensets, and Multisets (Bags)
Real Python
52 Writing automated tests for Python command-line apps and scripts
Writing automated tests for Python command-line apps and scripts
Real Python
53 How to find great Python packages on PyPI, the Python Package Repository
How to find great Python packages on PyPI, the Python Package Repository
Real Python
54 Immutable vs Mutable Objects in Python
Immutable vs Mutable Objects in Python
Real Python
55 PyPI vs Warehouse, the Next-Generation Python Package Repository
PyPI vs Warehouse, the Next-Generation Python Package Repository
Real Python
56 pep8.org — The Prettiest Way to View the PEP 8 Python Style Guide
pep8.org — The Prettiest Way to View the PEP 8 Python Style Guide
Real Python
57 My Experience at PyCon 2017 in Portland
My Experience at PyCon 2017 in Portland
Real Python
58 Pylint Tutorial – How to Write Clean Python
Pylint Tutorial – How to Write Clean Python
Real Python
59 "Reverse a List in Python" Tutorial: Three Methods & How-to Demos
"Reverse a List in Python" Tutorial: Three Methods & How-to Demos
Real Python
60 Python Refactoring: "while True" Infinite Loops & The "input" Function
Python Refactoring: "while True" Infinite Loops & The "input" Function
Real Python

Related AI Lessons

What makes an AI image workflow useful for real commercial output?
Learn how to create a useful AI image workflow for commercial output, focusing on repeatability, versatility, and clarity
Dev.to AI
How to Write Better AI Image Prompts for Midjourney (With Examples That Actually Work)
Learn to write effective AI image prompts for Midjourney with actionable examples and techniques
Medium · ChatGPT
Image to Video AI: The Complete Workflow Playbook That Actually Produces Results
Learn a step-by-step workflow for image-to-video AI that produces results, from preparation to delivery
Medium · AI
Image Harvest v1.0.2: Internationalization, Free Pro Trial & Quality-of-Life Improvements
Learn about Image Harvest v1.0.2, a Chrome extension with internationalization, free pro trial, and quality-of-life improvements, and how to utilize it for privacy-first image extraction
Dev.to · kyriewen
Up next
Krea 2 makes Diffusion FUN Again!
MattVidPro
Watch →