Machine Learning & AI
Master
Time Series Forecasting, Regression Analysis, Classification Models, Bayesian Statistics, Deep Learning
Data Science Tools
Master
NumPy, Pandas, Scikit-learn, PyTorch, Matplotlib, Seaborn, Jupyter Notebook
Business Intelligence
Intermediate
Power BI, Data Visualization, Dashboard Development, KPI Analysis
Development Tools
Intermediate
Git, Version Control, Collaborative Development
Laboratory & Research
Master
Cell Culture, iPSC/Organoids, CRISPR Gene Editing, Next-Generation Sequencing, Bioinformatics, Statistical Analysis
Healthcare Analytics & Research Methods
Intermediate
Healthcare Data Analysis, Protocol Development, Observational Studies, Statistical Reporting, Data Documentation