https://github.com/edaaydinea/deeplearninghealthcare
This repo is for the Deep Learning for Healthcare Specialization.
https://github.com/edaaydinea/deeplearninghealthcare
Last synced: 7 months ago
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This repo is for the Deep Learning for Healthcare Specialization.
- Host: GitHub
- URL: https://github.com/edaaydinea/deeplearninghealthcare
- Owner: edaaydinea
- License: apache-2.0
- Created: 2024-08-14T20:21:22.000Z (about 1 year ago)
- Default Branch: main
- Last Pushed: 2024-08-23T01:11:09.000Z (about 1 year ago)
- Last Synced: 2024-08-23T02:26:51.416Z (about 1 year ago)
- Language: Jupyter Notebook
- Size: 116 KB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
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README
# Deep Learning for Healthcare Specialization
* **Where:** Coursera
* **University/Institute:** University of Illinois at Urbana-Champaign
* **Status:** In Progress
#### Courses in this Specialization
Course 1: Health Data Science Foundation
* **Status:** In Progress
* **Link:** \<>
Course 2: Deep Learning Methods for Healthcare
* \*\*Status:\*\*Not Started
* **Link:** \<>
Course 3: Advanced Deep Learning Methods for Healthcare
* \*\*Status:\*\*Not Started
* **Link:** \<>
## Courses
### Course 1: Health Data Science Foundation
* Week 1: Introduction
* [Lecture Note](L1/W1/lecture_note.ipynb)
* [Lab 1](L1/W1/LAB1.ipynb)
* Week 2: Health Data
* [Lecture Note](L1/W2/lecture_note.ipynb)
* [HW1](L1/W2/HW1.ipynb)
* Week 3: Machine Learning Basics
* [Lecture Note](L1/W3/lecture_note.ipynb)
* [Lab 2](L1/W3/LAB2.ipynb)
* Week 4: Deep Neural Networks(DNN)
* [Lecture Note](L1/W4/lecture_note.ipynb)
* [HW2](L1/W4/HW2_NN.ipynb)
### Course 2: Deep Learning Methods for Healthcare
### Course 3: Advanced Deep Learning Methods for Healthcare
## Book Notes
[**Chapter 1 Notes - Exercise Solutions**](./BookNotes/Chapter1/chapter_notes.ipynb)
[**Chapter 2 Notes - Exercise Solutions**](./BookNotes/Chapter2/chapter_notes.ipynb)
[**Chapter 3 Notes - Exercise Solutions**](./BookNotes/Chapter3/chapter_notes.ipynb)
[**Chapter 4 Exercise Solutions**](./BookNotes/Chapter4/exercise_solutions.ipynb)
[**Chapter 5 Exercise Solutions**](./BookNotes/Chapter5/exercise_solutions.ipynb)
[**Chapter 6 Exercise Solutions**](./BookNotes/Chapter6/exercise_solutions.ipynb)
[**Chapter 7 Exercise Solutions**](./BookNotes/Chapter7/exercise_solutions.ipynb)
[**Chapter 8 Exercise Solutions**](./BookNotes/Chapter8/exercise_solutions.ipynb)
[**Chapter 9 Exercise Solutions**](./BookNotes/Chapter9/exercise_solutions.ipynb)
[**Chapter 10 Exercise Solutions**](./BookNotes/Chapter10/exercise_solutions.ipynb)
[**Chapter 11 Exercise Solutions**](./BookNotes/Chapter11/exercise_solutions.ipynb)
[**Chapter 12 Exercise Solutions**](./BookNotes/Chapter12/exercise_solutions.ipynb)
## Certificates
* [**Course 1: Health Data Science Foundation**](https://coursera.org/share/d74b964ccfad825541d81e9e72eaeb6e)