AI Academy

Introduction to Systems Biology

Instructor: Ravi Iyengar, PhD Duration: 19 hours to complete 3 weeks at 6 hours a week
Pharmacology
Statistical Modeling
Simulation and Simulation Software
Mathematical Modeling
Systems Analysis
Biochemistry
Differential Equations
Network Analysis
Biology
Systems Engineering
Molecular Biology
Bioinformatics

Experimental Methods in Systems Biology

Instructor: Marc Birtwistle, PhD Duration: 2 weeks to complete at 10 hours a week
Mathematical Modeling
Image Analysis
Molecular Biology
Bioinformatics
Life Sciences
Data analysis
Molecular, Cellular, and Microbiology
Analytical Skills
Biology
Quantitative Research
Laboratory Equipment
Systems Engineering
Biochemistry
Laboratory Experience
Experimentation

Network Analysis in Systems Biology

Instructor: Avi Ma’ayan, PhD Duration: 3 weeks at 10 hours a week
Data Processing
R Programming
Unix Commands
Statistical Analysis
Biology
Unsupervised Learning
Bioinformatics
Data Integration
Network Analysis
Molecular Biology
Data analysis
Machine Learning Algorithms

Dynamical Modeling Methods for Systems Biology

Instructor: Eric Sobie, PhD Duration: 2 weeks to complete at 10 hours a week
Mathematical Modeling
Matlab
Electrical Systems
Applied Mathematics
Statistical Modeling
Simulations
Differential Equations
Computational Logic
Biochemistry
Molecular Biology
Probability
Biology

Integrated Analysis in Systems Biology

Instructor: Susana Neves, PhD Duration: 4 hours to complete 3 weeks at 1 hour a week
Analysis
Data analysis
Bioinformatics
Biology
Life Sciences
Science and Research
Scientific Methods
Systems Analysis

Systems Biology and Biotechnology Capstone

Instructor: Ravi Iyengar, PhD Duration: 2 hours to complete
Molecular Biology
Biology
Data Synthesis
Research
Biochemistry
Laboratory Experience
Systems Integration
Life Sciences
Network Analysis
Systems Analysis
Statistical Analysis
Data Integration
Mathematical Modeling
Simulation and Simulation Software
Bioinformatics