Target Audience
- Computational Researchers
- Bioinformaticians
- IT Developers
Location
Online
Course Overview
Module 1: Advanced concepts in data pipeline architecture
- Review of pipeline fundamentals
- Overview of complex pipeline architectures
Module 2: Deep-Dive into Viash Functionality
- Advanced features of Viash
- Custom components and modularity
Module 3: Integrating heterogeneous data types and sources
- Handling heterogeneous data
- Data source integration
Module 4: Pipeline optimization and performance tuning
- Performance analysis
- Optimization techniques
Module 5: Automation and continuous integration/continuous deployment (CI/CD)
- Automating pipeline processes
- Implementing CI/CD in Pipeline Development
Module 6: Case Studies and Real-World Applications
- Complex use cases
- Industry and research application
Objectives
- Advanced understanding and hands-on experience in complex data pipeline development.
- Profound insights into the optimization and management of high-performance pipelines in bioinformatics.
- Ability to integrate advanced tools and techniques into existing pipeline development processes.
Required Skills
- A solid foundation in data pipeline development with Viash and a good understanding of bioinformatics, data analysis, and scripting languages. Prior experience with pipeline development with Viash, is highly recommended.
Key Take-Aways
Participants of this course will gain a profound expertise in creating, optimizing, and managing comples data pipelines. They will gain practical knowledge in handling complex data types, integrating advanced features, and implementing automation and CI/CD in pipeline workflows. This course empowers professionals to tackle the most challenging aspects of data pipeline development in the evolving field of bioinformatics and biotechnological research.
Trainers
- Robrecht Cannoodt, CTO
- Toni Verbeiren, CEO
Program
and
- - Online
400,00 € taxes excluded
- Our general terms and conditions apply to all contracts and courses.