Filename Size ~Get Your Files Here !/1 - Introduction/1 - 5 Ways Data Science Transforms the Healthcare Industry.txt 60 B ~Get Your Files Here !/1 - Introduction/1 - Course-Syllabus.pdf 8.2 MB ~Get Your Files Here !/1 - Introduction/1 - Data Science for Human Health.txt 82 B ~Get Your Files Here !/1 - Introduction/1 - Data Science in Healthcare.txt 84 B ~Get Your Files Here !/1 - Introduction/1 - Introduction to Data Science for Healthcare.mp4 16 MB ~Get Your Files Here !/1 - Introduction/1 - Module-1-Introduction-to-Data-Science.pdf 9.6 MB ~Get Your Files Here !/1 - Introduction/1 - Module-1.ipynb 2 KB ~Get Your Files Here !/2 - Python Basics for Data Science/2 - Module 2 Introduction.mp4 6.9 MB ~Get Your Files Here !/2 - Python Basics for Data Science/2 - Module-2-1-Introduction-to-Python.pdf 9.1 MB ~Get Your Files Here !/2 - Python Basics for Data Science/2 - Module-2-1-Python-Basics.ipynb 9 KB ~Get Your Files Here !/2 - Python Basics for Data Science/2 - Module-2-2-Introduction-to-Python.pdf 4.2 MB ~Get Your Files Here !/2 - Python Basics for Data Science/2 - Module-2-2-Python-Basics.ipynb 12.9 KB ~Get Your Files Here !/2 - Python Basics for Data Science/2 - Module-2-3-Introduction-to-Python.pdf 3.9 MB ~Get Your Files Here !/2 - Python Basics for Data Science/2 - Module-2-3-Python-Basics.ipynb 9.6 KB ~Get Your Files Here !/2 - Python Basics for Data Science/2 - Module-2-4-Introduction-to-Python.pdf 5.9 MB ~Get Your Files Here !/2 - Python Basics for Data Science/2 - Module-2-4-Python-Basics.ipynb 12.6 KB ~Get Your Files Here !/2 - Python Basics for Data Science/3 - Module 21 Variables Data Types and Operators.mp4 74.8 MB ~Get Your Files Here !/2 - Python Basics for Data Science/4 - Module 22 part I Loops and Data Structures.mp4 126.9 MB ~Get Your Files Here !/2 - Python Basics for Data Science/5 - Module 22 part II Loops and Data Structures.mp4 92.9 MB ~Get Your Files Here !/2 - Python Basics for Data Science/6 - Module 23 part I More Lists Methods and Functions.mp4 58.4 MB ~Get Your Files Here !/2 - Python Basics for Data Science/7 - Module 23 part II More Lists Methods and Functions.mp4 49.9 MB ~Get Your Files Here !/2 - Python Basics for Data Science/8 - Module 24 part I Libraries and ObjectOriented Programming.mp4 39.1 MB ~Get Your Files Here !/2 - Python Basics for Data Science/9 - Module 24 part II Libraries and ObjectOriented Programming.mp4 41.8 MB ~Get Your Files Here !/3 - Acquiring and Importing Data/10 - healthcare-data-032824.csv 30.9 KB ~Get Your Files Here !/3 - Acquiring and Importing Data/10 - Module 3 Introduction.mp4 6.3 MB ~Get Your Files Here !/3 - Acquiring and Importing Data/10 - Module-3-Acquiring-and-Importing-Data.ipynb 15.3 KB ~Get Your Files Here !/3 - Acquiring and Importing Data/10 - Module-3-Acquiring-and-Importing-Data.pdf 5.8 MB ~Get Your Files Here !/3 - Acquiring and Importing Data/11 - Module 3 part I Acquiring and Importing Data.mp4 105.4 MB ~Get Your Files Here !/3 - Acquiring and Importing Data/12 - Module 3 part II Acquiring and Importing Data.mp4 58.3 MB ~Get Your Files Here !/4 - Data Wrangling/13 - healthcare-data-messy-032924.csv 61.1 KB ~Get Your Files Here !/4 - Data Wrangling/13 - Module 4 Introduction.mp4 7.4 MB ~Get Your Files Here !/4 - Data Wrangling/13 - Module-4-Data-Wrangling.ipynb 20.6 KB ~Get Your Files Here !/4 - Data Wrangling/13 - Module-4-Data-Wrangling.pdf 4.4 MB ~Get Your Files Here !/4 - Data Wrangling/14 - Module 4 part I Data Wrangling.mp4 103.6 MB ~Get Your Files Here !/4 - Data Wrangling/15 - Module 4 part II Data Wrangling.mp4 90.7 MB ~Get Your Files Here !/5 - Exploratory Data Analysis/16 - clean-data032924.csv 30.3 KB ~Get Your Files Here !/5 - Exploratory Data Analysis/16 - Module 5 Introduction.mp4 5.9 MB ~Get Your Files Here !/5 - Exploratory Data Analysis/16 - Module-5-Exploratory-Data-Analysis-EDA.ipynb 12.1 KB ~Get Your Files Here !/5 - Exploratory Data Analysis/16 - Module-5-Exploratory-Data-Analysis.pdf 6.1 MB ~Get Your Files Here !/5 - Exploratory Data Analysis/17 - Module 5 part I Exploratory Data Analysis.mp4 109 MB ~Get Your Files Here !/5 - Exploratory Data Analysis/18 - Module 5 part II Exploratory Data Analysis.mp4 45 MB ~Get Your Files Here !/6 - Data Preprocessing/19 - clean-data-033124 29.7 KB ~Get Your Files Here !/6 - Data Preprocessing/19 - Module 6 Introduction.mp4 8.9 MB ~Get Your Files Here !/6 - Data Preprocessing/19 - Module-6-Data-Preprocessing.ipynb 22 KB ~Get Your Files Here !/6 - Data Preprocessing/19 - Module-6-Data-Preprocessing.pdf 6.2 MB ~Get Your Files Here !/6 - Data Preprocessing/20 - Module 6 part I Data Preprocessing.mp4 126.4 MB ~Get Your Files Here !/6 - Data Preprocessing/21 - Module 6 part II Data Preprocessing.mp4 79.3 MB ~Get Your Files Here !/7 - Machine Learning/22 - df-ml-040224 55.4 KB ~Get Your Files Here !/7 - Machine Learning/22 - Module 7 Introduction.mp4 4.4 MB ~Get Your Files Here !/7 - Machine Learning/22 - Module-7-Machine-Learning.ipynb 15.4 KB ~Get Your Files Here !/7 - Machine Learning/22 - Module-7-Machine-Learning.pdf 8.4 MB ~Get Your Files Here !/7 - Machine Learning/23 - Module 7 part I Machine Learning.mp4 77.1 MB ~Get Your Files Here !/7 - Machine Learning/24 - Module 7 part II Machine Learning.mp4 53.8 MB ~Get Your Files Here !/7 - Machine Learning/25 - Module 7 part III Machine Learning.mp4 58.9 MB ~Get Your Files Here !/8 - Visualization and Presentation/26 - Final-Presentation-Instructions.pdf 6.1 MB ~Get Your Files Here !/8 - Visualization and Presentation/26 - Module 8 Introduction.mp4 3.7 MB ~Get Your Files Here !/8 - Visualization and Presentation/26 - Module-8-Data-Visualization-and-Presentation.pdf 6.5 MB ~Get Your Files Here !/8 - Visualization and Presentation/27 - Module 8 Notes.mp4 130.8 MB ~Get Your Files Here !/Bonus Resources.txt 386 B
