| S# |
Lecture |
Course |
Institute |
Instructor |
Discipline |
| 6551 |
Logistic Regression: Summary (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
|
| 6552 |
Evaluating Analyses (Example) (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
|
| 6553 |
Statistical Methods (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
|
| 6554 |
Machine Intelligence (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
|
| 6555 |
Exploring MIMIC-III (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
|
| 6556 |
|
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
|
| 6557 |
Machine Learning Powered Medical Diagnostics: An Example (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
|
| 6558 |
|
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
|
| 6559 |
Technologies Driving Healthcare AI (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
|
| 6560 |
Medicine Rebuilt As Data Science (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
|
| 6561 |
|
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
|
| 6562 |
The Clinical Scenario: Impact of Indwelling Arterial Catheters (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
|
| 6563 |
Missing 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
|
| 6564 |
Frequency of Data Acquisition (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
|
| 6565 |
The Prerequisite for High-Quality Data Analytics (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
|
| 6566 |
Multiple Testing And Spurious Findings (Example: Dead Salmon Study) (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
|
| 6567 |
Get To Know Your 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
|
| 6568 |
Trees: Bias-Variance Tradeoff (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
|
| 6569 |
Noisy and Inconsistent 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
|
| 6570 |
Graphical EDA: Multivariate Case Study (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
|
| 6571 |
Trees: Bootstrapping (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
|
| 6572 |
|
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
|
| 6573 |
Graphical EDA: Scatterplot Examples (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
|
| 6574 |
Trees: Evaluating Performance (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
|
| 6575 |
|
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
|
