Data Science + Lean Six Sigma Green belt For Healthcare Professionals

● Statistics
● Data visualization in python
● EDA
● Regression
● Supervised Machine Learning
● Unsupervised Machine Learning
● Ensemble Techniques
● Association Rule
● Recommendation system
● Feature Engineering
● Model Evaluation
● Hyperparameter Tuning
● Biology databases
● Data capture
● Capturing microarray data
● HCI and bioinformatics
● Dealing with heterogeneous, distributed data
● Introduction to Deep Learning
● Computer Vision
● Quantitative medical image segmentation
● MRI time course analysis
● Application of probabilistic and network modelling in biomedicine
● Analysis of clinical notes using Natural Language Processing
● Assignments for assessment
● Projects
● Internship