| S# |
Lecture |
Course |
Institute |
Instructor |
Discipline |
| 6576 |
Handling Missing Data: Weighting-Case Analysis (M-I-T)
|
Collaborative Data Science for Healthcare (Fall 2020) (M-I-T)
|
MIT
|
Dr. Leo Celi, Dr. Louis Agha-Mir-Salim, and Marie-Laure Charpignon
|
Basic and Health Sciences
|
| 6577 |
Patients (cohort/sample) (M-I-T)
|
Collaborative Data Science for Healthcare (Fall 2020) (M-I-T)
|
MIT
|
Dr. Leo Celi, Dr. Louis Agha-Mir-Salim, and Marie-Laure Charpignon
|
Basic and Health Sciences
|
| 6578 |
Trees: How to build decision trees (M-I-T)
|
Collaborative Data Science for Healthcare (Fall 2020) (M-I-T)
|
MIT
|
Dr. Leo Celi, Dr. Louis Agha-Mir-Salim, and Marie-Laure Charpignon
|
Basic and Health Sciences
|
| 6579 |
Integrating EDA into Confirmatory Analysis (M-I-T)
|
Collaborative Data Science for Healthcare (Fall 2020) (M-I-T)
|
MIT
|
Dr. Leo Celi, Dr. Louis Agha-Mir-Salim, and Marie-Laure Charpignon
|
Basic and Health Sciences
|
| 6580 |
|
Collaborative Data Science for Healthcare (Fall 2020) (M-I-T)
|
MIT
|
Dr. Leo Celi, Dr. Louis Agha-Mir-Salim, and Marie-Laure Charpignon
|
Basic and Health Sciences
|
| 6581 |
Trees: Medical Data (M-I-T)
|
Collaborative Data Science for Healthcare (Fall 2020) (M-I-T)
|
MIT
|
Dr. Leo Celi, Dr. Louis Agha-Mir-Salim, and Marie-Laure Charpignon
|
Basic and Health Sciences
|
| 6582 |
Trees: Prediction vs. Interpretation (M-I-T)
|
Collaborative Data Science for Healthcare (Fall 2020) (M-I-T)
|
MIT
|
Dr. Leo Celi, Dr. Louis Agha-Mir-Salim, and Marie-Laure Charpignon
|
Basic and Health Sciences
|
| 6583 |
|
Collaborative Data Science for Healthcare (Fall 2020) (M-I-T)
|
MIT
|
Dr. Leo Celi, Dr. Louis Agha-Mir-Salim, and Marie-Laure Charpignon
|
Basic and Health Sciences
|
| 6584 |
|
Collaborative Data Science for Healthcare (Fall 2020) (M-I-T)
|
MIT
|
Dr. Leo Celi, Dr. Louis Agha-Mir-Salim, and Marie-Laure Charpignon
|
Basic and Health Sciences
|
| 6585 |
Randomized Controlled Trials (M-I-T)
|
Collaborative Data Science for Healthcare (Fall 2020) (M-I-T)
|
MIT
|
Dr. Leo Celi, Dr. Louis Agha-Mir-Salim, and Marie-Laure Charpignon
|
Basic and Health Sciences
|
| 6586 |
Tutorial on Regression Models (M-I-T)
|
Collaborative Data Science for Healthcare (Fall 2020) (M-I-T)
|
MIT
|
Dr. Leo Celi, Dr. Louis Agha-Mir-Salim, and Marie-Laure Charpignon
|
Basic and Health Sciences
|
| 6587 |
|
Collaborative Data Science for Healthcare (Fall 2020) (M-I-T)
|
MIT
|
Dr. Leo Celi, Dr. Louis Agha-Mir-Salim, and Marie-Laure Charpignon
|
Basic and Health Sciences
|
| 6588 |
Types of observational studies (M-I-T)
|
Collaborative Data Science for Healthcare (Fall 2020) (M-I-T)
|
MIT
|
Dr. Leo Celi, Dr. Louis Agha-Mir-Salim, and Marie-Laure Charpignon
|
Basic and Health Sciences
|
| 6589 |
Reasons for Concern (M-I-T)
|
Collaborative Data Science for Healthcare (Fall 2020) (M-I-T)
|
MIT
|
Dr. Leo Celi, Dr. Louis Agha-Mir-Salim, and Marie-Laure Charpignon
|
Basic and Health Sciences
|
| 6590 |
Utilizing Healthcare Data (M-I-T)
|
Collaborative Data Science for Healthcare (Fall 2020) (M-I-T)
|
MIT
|
Dr. Leo Celi, Dr. Louis Agha-Mir-Salim, and Marie-Laure Charpignon
|
Basic and Health Sciences
|
| 6591 |
Relational Databases (M-I-T)
|
Collaborative Data Science for Healthcare (Fall 2020) (M-I-T)
|
MIT
|
Dr. Leo Celi, Dr. Louis Agha-Mir-Salim, and Marie-Laure Charpignon
|
Basic and Health Sciences
|
| 6592 |
Valid Ranges of Features (M-I-T)
|
Collaborative Data Science for Healthcare (Fall 2020) (M-I-T)
|
MIT
|
Dr. Leo Celi, Dr. Louis Agha-Mir-Salim, and Marie-Laure Charpignon
|
Basic and Health Sciences
|
| 6593 |
Reproducibility Crisis (M-I-T)
|
Collaborative Data Science for Healthcare (Fall 2020) (M-I-T)
|
MIT
|
Dr. Leo Celi, Dr. Louis Agha-Mir-Salim, and Marie-Laure Charpignon
|
Basic and Health Sciences
|
| 6594 |
What is Data Analysis? (M-I-T)
|
Collaborative Data Science for Healthcare (Fall 2020) (M-I-T)
|
MIT
|
Dr. Leo Celi, Dr. Louis Agha-Mir-Salim, and Marie-Laure Charpignon
|
Basic and Health Sciences
|
| 6595 |
What Is Exploratory Data Analysis? (M-I-T)
|
Collaborative Data Science for Healthcare (Fall 2020) (M-I-T)
|
MIT
|
Dr. Leo Celi, Dr. Louis Agha-Mir-Salim, and Marie-Laure Charpignon
|
Basic and Health Sciences
|
| 6596 |
What Is Hypothesis Testing (M-I-T)
|
Collaborative Data Science for Healthcare (Fall 2020) (M-I-T)
|
MIT
|
Dr. Leo Celi, Dr. Louis Agha-Mir-Salim, and Marie-Laure Charpignon
|
Basic and Health Sciences
|
| 6597 |
Workshop (Optional) (M-I-T)
|
Collaborative Data Science for Healthcare (Fall 2020) (M-I-T)
|
MIT
|
Dr. Leo Celi, Dr. Louis Agha-Mir-Salim, and Marie-Laure Charpignon
|
Basic and Health Sciences
|
| 6598 |
Causal Inference Overview (M-I-T)
|
Collaborative Data Science for Healthcare (Fall 2020) (M-I-T)
|
MIT
|
Dr. Leo Celi, Dr. Louis Agha-Mir-Salim, and Marie-Laure Charpignon
|
Basic and Health Sciences
|
| 6599 |
Basing New Commercial Products on ‘Lead User’ innovations
|
How to Develop Breakthrough Products and Services (M-I-T)
|
MIT
|
Prof. Dr. Eric von Hippel
|
Social Sciences
|
| 6600 |
The paradigm Shift from Producer to User Innovation
|
How to Develop Breakthrough Products and Services (M-I-T)
|
MIT
|
Prof. Dr. Eric von Hippel
|
Social Sciences
|
