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[ DevCourseWeb com ] Data Science for Healthcare (2024)
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Get Bonus Downloads Here.url (Size: 1.63 GB) (Files: 60)
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1 - Introduction
1 - 5 Ways Data Science Transforms the Healthcare Industry.txt
1 - Course-Syllabus.pdf
1 - Data Science for Human Health.txt
1 - Data Science in Healthcare.txt
1 - Introduction to Data Science for Healthcare.mp4
1 - Module-1-Introduction-to-Data-Science.pdf
1 - Module-1.ipynb
2 - Python Basics for Data Science
2 - Module 2 Introduction.mp4
2 - Module-2-1-Introduction-to-Python.pdf
2 - Module-2-1-Python-Basics.ipynb
2 - Module-2-2-Introduction-to-Python.pdf
2 - Module-2-2-Python-Basics.ipynb
2 - Module-2-3-Introduction-to-Python.pdf
2 - Module-2-3-Python-Basics.ipynb
2 - Module-2-4-Introduction-to-Python.pdf
2 - Module-2-4-Python-Basics.ipynb
3 - Module 21 Variables Data Types and Operators.mp4
4 - Module 22 part I Loops and Data Structures.mp4
5 - Module 22 part II Loops and Data Structures.mp4
6 - Module 23 part I More Lists Methods and Functions.mp4
7 - Module 23 part II More Lists Methods and Functions.mp4
8 - Module 24 part I Libraries and ObjectOriented Programming.mp4
9 - Module 24 part II Libraries and ObjectOriented Programming.mp4
3 - Acquiring and Importing Data
10 - Module 3 Introduction.mp4
10 - Module-3-Acquiring-and-Importing-Data.ipynb
10 - Module-3-Acquiring-and-Importing-Data.pdf
10 - healthcare-data-032824.csv
11 - Module 3 part I Acquiring and Importing Data.mp4
12 - Module 3 part II Acquiring and Importing Data.mp4
4 - Data Wrangling
13 - Module 4 Introduction.mp4
13 - Module-4-Data-Wrangling.ipynb
13 - Module-4-Data-Wrangling.pdf
13 - healthcare-data-messy-032924.csv
14 - Module 4 part I Data Wrangling.mp4
15 - Module 4 part II Data Wrangling.mp4
5 - Exploratory Data Analysis
16 - Module 5 Introduction.mp4
16 - Module-5-Exploratory-Data-Analysis-EDA.ipynb
16 - Module-5-Exploratory-Data-Analysis.pdf
16 - clean-data032924.csv
17 - Module 5 part I Exploratory Data Analysis.mp4
18 - Module 5 part II Exploratory Data Analysis.mp4
6 - Data Preprocessing
19 - Module 6 Introduction.mp4
19 - Module-6-Data-Preprocessing.ipynb
19 - Module-6-Data-Preprocessing.pdf
19 - clean-data-033124
20 - Module 6 part I Data Preprocessing.mp4
21 - Module 6 part II Data Preprocessing.mp4
7 - Machine Learning
22 - Module 7 Introduction.mp4
22 - Module-7-Machine-Learning.ipynb
22 - Module-7-Machine-Learning.pdf
22 - df-ml-040224
23 - Module 7 part I Machine Learning.mp4
24 - Module 7 part II Machine Learning.mp4
25 - Module 7 part III Machine Learning.mp4
8 - Visualization and Presentation
26 - Final-Presentation-Instructions.pdf
26 - Module 8 Introduction.mp4
26 - Module-8-Data-Visualization-and-Presentation.pdf
27 - Module 8 Notes.mp4
Bonus Resources.txt
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