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Data Science for Healthcare (2024) --> [ DevCourseWeb ]

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Other > Training

Language:

English

Total Size:

1.63 GB

Info Hash:

5d7f76a46df8c1157829e1745fdd7e6313958f4b

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FreeCourseWeb :_trusted_uploader:

Added:

09-09-2024 17:24

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File	Size
Get Bonus Downloads Here.url	182.00 B
~Get Your Files Here !/1 - Introduction/1 - 5 Ways Data Science Transforms the Healthcare Industry.txt	60.00 B
~Get Your Files Here !/1 - Introduction/1 - Course-Syllabus.pdf	8.15 MB
~Get Your Files Here !/1 - Introduction/1 - Data Science for Human Health.txt	82.00 B
~Get Your Files Here !/1 - Introduction/1 - Data Science in Healthcare.txt	84.00 B
~Get Your Files Here !/1 - Introduction/1 - Introduction to Data Science for Healthcare.mp4	15.95 MB
~Get Your Files Here !/1 - Introduction/1 - Module-1-Introduction-to-Data-Science.pdf	9.58 MB
~Get Your Files Here !/1 - Introduction/1 - Module-1.ipynb	2.02 kB
~Get Your Files Here !/2 - Python Basics for Data Science/2 - Module 2 Introduction.mp4	6.92 MB
~Get Your Files Here !/2 - Python Basics for Data Science/2 - Module-2-1-Introduction-to-Python.pdf	9.08 MB
~Get Your Files Here !/2 - Python Basics for Data Science/2 - Module-2-1-Python-Basics.ipynb	8.98 kB
~Get Your Files Here !/2 - Python Basics for Data Science/2 - Module-2-2-Introduction-to-Python.pdf	4.19 MB
~Get Your Files Here !/2 - Python Basics for Data Science/2 - Module-2-2-Python-Basics.ipynb	12.94 kB
~Get Your Files Here !/2 - Python Basics for Data Science/2 - Module-2-3-Introduction-to-Python.pdf	3.92 MB
~Get Your Files Here !/2 - Python Basics for Data Science/2 - Module-2-3-Python-Basics.ipynb	9.59 kB
~Get Your Files Here !/2 - Python Basics for Data Science/2 - Module-2-4-Introduction-to-Python.pdf	5.87 MB
~Get Your Files Here !/2 - Python Basics for Data Science/2 - Module-2-4-Python-Basics.ipynb	12.62 kB
~Get Your Files Here !/2 - Python Basics for Data Science/3 - Module 21 Variables Data Types and Operators.mp4	74.85 MB
~Get Your Files Here !/2 - Python Basics for Data Science/4 - Module 22 part I Loops and Data Structures.mp4	126.90 MB
~Get Your Files Here !/2 - Python Basics for Data Science/5 - Module 22 part II Loops and Data Structures.mp4	92.89 MB
~Get Your Files Here !/2 - Python Basics for Data Science/6 - Module 23 part I More Lists Methods and Functions.mp4	58.40 MB
~Get Your Files Here !/2 - Python Basics for Data Science/7 - Module 23 part II More Lists Methods and Functions.mp4	49.94 MB
~Get Your Files Here !/2 - Python Basics for Data Science/8 - Module 24 part I Libraries and ObjectOriented Programming.mp4	39.06 MB
~Get Your Files Here !/2 - Python Basics for Data Science/9 - Module 24 part II Libraries and ObjectOriented Programming.mp4	41.84 MB
~Get Your Files Here !/3 - Acquiring and Importing Data/10 - healthcare-data-032824.csv	30.86 kB
~Get Your Files Here !/3 - Acquiring and Importing Data/10 - Module 3 Introduction.mp4	6.33 MB
~Get Your Files Here !/3 - Acquiring and Importing Data/10 - Module-3-Acquiring-and-Importing-Data.ipynb	15.34 kB
~Get Your Files Here !/3 - Acquiring and Importing Data/10 - Module-3-Acquiring-and-Importing-Data.pdf	5.79 MB
~Get Your Files Here !/3 - Acquiring and Importing Data/11 - Module 3 part I Acquiring and Importing Data.mp4	105.38 MB
~Get Your Files Here !/3 - Acquiring and Importing Data/12 - Module 3 part II Acquiring and Importing Data.mp4	58.31 MB
~Get Your Files Here !/4 - Data Wrangling/13 - healthcare-data-messy-032924.csv	61.09 kB
~Get Your Files Here !/4 - Data Wrangling/13 - Module 4 Introduction.mp4	7.38 MB
~Get Your Files Here !/4 - Data Wrangling/13 - Module-4-Data-Wrangling.ipynb	20.60 kB
~Get Your Files Here !/4 - Data Wrangling/13 - Module-4-Data-Wrangling.pdf	4.40 MB
~Get Your Files Here !/4 - Data Wrangling/14 - Module 4 part I Data Wrangling.mp4	103.62 MB
~Get Your Files Here !/4 - Data Wrangling/15 - Module 4 part II Data Wrangling.mp4	90.69 MB
~Get Your Files Here !/5 - Exploratory Data Analysis/16 - clean-data032924.csv	30.32 kB
~Get Your Files Here !/5 - Exploratory Data Analysis/16 - Module 5 Introduction.mp4	5.89 MB
~Get Your Files Here !/5 - Exploratory Data Analysis/16 - Module-5-Exploratory-Data-Analysis-EDA.ipynb	12.08 kB
~Get Your Files Here !/5 - Exploratory Data Analysis/16 - Module-5-Exploratory-Data-Analysis.pdf	6.09 MB
~Get Your Files Here !/5 - Exploratory Data Analysis/17 - Module 5 part I Exploratory Data Analysis.mp4	108.97 MB
~Get Your Files Here !/5 - Exploratory Data Analysis/18 - Module 5 part II Exploratory Data Analysis.mp4	45.03 MB
~Get Your Files Here !/6 - Data Preprocessing/19 - clean-data-033124	29.73 kB
~Get Your Files Here !/6 - Data Preprocessing/19 - Module 6 Introduction.mp4	8.90 MB
~Get Your Files Here !/6 - Data Preprocessing/19 - Module-6-Data-Preprocessing.ipynb	21.98 kB
~Get Your Files Here !/6 - Data Preprocessing/19 - Module-6-Data-Preprocessing.pdf	6.20 MB
~Get Your Files Here !/6 - Data Preprocessing/20 - Module 6 part I Data Preprocessing.mp4	126.44 MB
~Get Your Files Here !/6 - Data Preprocessing/21 - Module 6 part II Data Preprocessing.mp4	79.30 MB
~Get Your Files Here !/7 - Machine Learning/22 - df-ml-040224	55.36 kB
~Get Your Files Here !/7 - Machine Learning/22 - Module 7 Introduction.mp4	4.36 MB
~Get Your Files Here !/7 - Machine Learning/22 - Module-7-Machine-Learning.ipynb	15.39 kB
~Get Your Files Here !/7 - Machine Learning/22 - Module-7-Machine-Learning.pdf	8.39 MB
~Get Your Files Here !/7 - Machine Learning/23 - Module 7 part I Machine Learning.mp4	77.07 MB
~Get Your Files Here !/7 - Machine Learning/24 - Module 7 part II Machine Learning.mp4	53.79 MB
~Get Your Files Here !/7 - Machine Learning/25 - Module 7 part III Machine Learning.mp4	58.85 MB
~Get Your Files Here !/8 - Visualization and Presentation/26 - Final-Presentation-Instructions.pdf	6.11 MB
~Get Your Files Here !/8 - Visualization and Presentation/26 - Module 8 Introduction.mp4	3.74 MB
~Get Your Files Here !/8 - Visualization and Presentation/26 - Module-8-Data-Visualization-and-Presentation.pdf	6.48 MB
~Get Your Files Here !/8 - Visualization and Presentation/27 - Module 8 Notes.mp4	130.83 MB
~Get Your Files Here !/Bonus Resources.txt	386.00 B

Description

[ DevCourseWeb.com ] Data Science for Healthcare (2024)

If You Need More Stuff, kindly Visit and Support Us -->> https://DevCourseWeb.com

Published 9/2024
Duration: 2h34m | Video: .MP4, 1920x1080 30 fps | Audio: AAC, 44.1 kHz, 2ch | Size: 1.62 GB
Genre: eLearning | Language: English

Transform Data into Insights, Innovation, and Improved Healthcare

What you'll learn
Set up and navigate the Jupyter notebook environment.
Understand and apply Python basics for data science.
Acquire and import healthcare data from various sources.
Clean and preprocess data for analysis.
Perform exploratory data analysis (EDA) to uncover trends and patterns.
Apply data preprocessing techniques to prepare data for modeling.
Build and evaluate a basic machine learning model to predict health risk.

Requirements
Basic understanding of statistics and computer skills.
No prior programming experience required.

If You Need More Stuff, kindly Visit and Support Us -->> https://CourseWikia.com

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We upload these learning materials for the people from all over the world, who have the talent and motivation to sharpen their skills/ knowledge but do not have the financial support to afford the materials. If you like this content and if you are truly in a position that you can actually buy the materials, then Please, we repeat, Please, Support Authors. They Deserve it! Because always remember, without "Them", you and we won't be here having this conversation. Think about it! Peace...