Course Content
Introduction to AI-Powered Bioinformatics Development
0/6
Welcome & Course Roadmap
08:24
What is Generative AI in Development
10:13
AI in Bioinformatics: Real Applications
13:02
Traditional vs AI-Assisted Development
10:43
Complete AI-Powered Development-Toolkit
09:13
Projects you’ll build
10:40
Setting Up the AI Development Environment
0/2
Installing Visual Studio Code, Github Copilot & chatgpt
18:43
Python, NodeJs, Npm, Conda, Fastapi and Git Setup
25:02
Prompt Engineering for Bioinformatics Developers
0/6
Prompt Engineering Fundamentals
12:31
Writing Prompts for Code Generation
21:31
Debugging Bioinformatics Code with AI
18:05
Prompt Templates for Sequence Analysis
27:24
Iterative Development Strategy
11:08
Validating AI Outputs in Scientific Context
11:23
Python Foundations for Bioinformatics (AI-Assisted)
0/6
Python Basics (Quick Start with AI)
21:16
Working with Biological Sequences
13:04
File Handling (FASTA/FASTQ)
17:22
Using AI to Write Functions
16:23
Error Handling & Debugging
13:20
Build Core Python Skills for Biological Data Processing
Build Your First Bioinformatics Tool (CLI Project)
0/4
Project Overview and Retrving Fasta files
13:02
Iterative Development of CLI Tool
22:35
Using Master Prompt and Claude to Generate industry Standred Tool
17:27
Enhance Your FASTA Analyzer CLI Tool
Bioinformatics Web App Development
0/4
Web Application Project & File Types Overview
09:07
Iterative Prompting Method to Develop Web App (Chatgpt)
37:09
Industry Ready Web App Development and Deployment (Claude)
28:20
Upgrade Your Bioinformatics File Analyzer Web App
Desktop Application Development (Tkinter → PyQt)
0/3
Developing Simple Sequence Viewer using Tkinter with AI
21:18
Developing Genome Analysis Tool with PyQt
46:06
Enhance Your Desktop Bioinformatics Applications
Bioinformatics Pipeline Development (AI-Assisted)
0/7
Ai-Generated Pipelines Principles
25:10
Ai For Rna-Seq Workflow Generation
33:28
Ai For Chip-Seq Workflow Generation
28:02
Ai For Variant Calling Workflow Generation
24:46
Ai For Debugging Pipelines And Tool Errors
24:43
Workflow Managers Snakemake and Nextflow Pipeline Generation
38:03
Upgrade Your Bioinformatics Pipeline
AI-Powered Bioinformatics Assistant/Chatbot Development
0/5
Using LLM APIs in Apps
18:49
Building a Sequence Annotation Assistant
17:13
AI Chatbot for Bioinformatics
10:11
Enhancing the Application and Handling Large Data Efficiently
19:16
Enhance Your AI Bioinformatics Assistant
Version Control, Deployment & Collaboration
0/1
Using Git And Github to Deploy the Developed Applications
48:52
Capstone Projects and Bioinformatics Portfolio Development and More
0/3
Capstone Projects and portfolio Site Development
26:17
Build and Extend a Portfolio-Ready Bioinformatics Project
Bonus Lecture: More learnings; Career, Freelancing & Scaling
15:42
Generative AI for Bioinformatics Software Development Build Tools and Applications
About Lesson

Get an overview of the course structure, learning objectives, projects, and the skills you will develop throughout your journey in AI-assisted bioinformatics software development.

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