The healthcare industry is one of the most diverse sources of data, from clinical to administrative to sales and supply chain, and even regulatory data. This course with data scientist and pharmacist Wuraola Oyewusi teaches you how to use Python for a wide range of data analysis scenarios in healthcare. Wuraola covers practical use cases like statistical data analysis, data manipulation, wrangling, and visualization using Python programming for different scenarios in the healthcare industry.
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~Get Your Files Here !/01 - Introduction/01 - Python data analysis in healthcare.mp4
4.4 MB
~Get Your Files Here !/01 - Introduction/01 - Python data analysis in healthcare.srt
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~Get Your Files Here !/01 - Introduction/02 - What you should know.mp4
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~Get Your Files Here !/01 - Introduction/02 - What you should know.srt
590 B
~Get Your Files Here !/01 - Introduction/03 - How to use the exercise files.mp4
2.2 MB
~Get Your Files Here !/01 - Introduction/03 - How to use the exercise files.srt
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~Get Your Files Here !/02 - 1. Data Analysis for Healthcare/01 - Data analysis in healthcare.mp4
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~Get Your Files Here !/02 - 1. Data Analysis for Healthcare/01 - Data analysis in healthcare.srt
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~Get Your Files Here !/02 - 1. Data Analysis for Healthcare/02 - Types of data in healthcare.mp4
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~Get Your Files Here !/02 - 1. Data Analysis for Healthcare/02 - Types of data in healthcare.srt
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~Get Your Files Here !/02 - 1. Data Analysis for Healthcare/03 - Sources of healthcare data.mp4
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~Get Your Files Here !/02 - 1. Data Analysis for Healthcare/03 - Sources of healthcare data.srt
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~Get Your Files Here !/02 - 1. Data Analysis for Healthcare/04 - Databases and storage for healthcare data.mp4
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~Get Your Files Here !/02 - 1. Data Analysis for Healthcare/04 - Databases and storage for healthcare data.srt
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~Get Your Files Here !/02 - 1. Data Analysis for Healthcare/05 - Data analysis tools and technologies for healthcare data.mp4
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~Get Your Files Here !/02 - 1. Data Analysis for Healthcare/05 - Data analysis tools and technologies for healthcare data.srt
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~Get Your Files Here !/02 - 1. Data Analysis for Healthcare/06 - Healthcare data analytics use cases.mp4
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~Get Your Files Here !/02 - 1. Data Analysis for Healthcare/06 - Healthcare data analytics use cases.srt
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~Get Your Files Here !/03 - 2. Analyze Visit Data from an Outpatient Clinic Using Python/01 - Explore patient visit demo dataset.mp4
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~Get Your Files Here !/03 - 2. Analyze Visit Data from an Outpatient Clinic Using Python/01 - Explore patient visit demo dataset.srt
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~Get Your Files Here !/03 - 2. Analyze Visit Data from an Outpatient Clinic Using Python/02 - Save and load the patient visit demo dataset (different format).mp4
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~Get Your Files Here !/03 - 2. Analyze Visit Data from an Outpatient Clinic Using Python/02 - Save and load the patient visit demo dataset (different format).srt
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~Get Your Files Here !/03 - 2. Analyze Visit Data from an Outpatient Clinic Using Python/03 - Demography analysis of the patient visit demo dataset Part 1.mp4
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~Get Your Files Here !/03 - 2. Analyze Visit Data from an Outpatient Clinic Using Python/03 - Demography analysis of the patient visit demo dataset Part 1.srt
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~Get Your Files Here !/03 - 2. Analyze Visit Data from an Outpatient Clinic Using Python/04 - Demography analysis of the patient visit demo dataset Part 2.mp4
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~Get Your Files Here !/03 - 2. Analyze Visit Data from an Outpatient Clinic Using Python/04 - Demography analysis of the patient visit demo dataset Part 2.srt
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~Get Your Files Here !/03 - 2. Analyze Visit Data from an Outpatient Clinic Using Python/05 - Trend analysis of patient visit demo dataset Part 1.mp4
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~Get Your Files Here !/03 - 2. Analyze Visit Data from an Outpatient Clinic Using Python/05 - Trend analysis of patient visit demo dataset Part 1.srt
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~Get Your Files Here !/03 - 2. Analyze Visit Data from an Outpatient Clinic Using Python/06 - Trend analysis of the patient visit demo dataset Part 2.mp4
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~Get Your Files Here !/03 - 2. Analyze Visit Data from an Outpatient Clinic Using Python/06 - Trend analysis of the patient visit demo dataset Part 2.srt
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~Get Your Files Here !/03 - 2. Analyze Visit Data from an Outpatient Clinic Using Python/07 - Wait time analysis of the patient visit demo dataset Part 1.mp4
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~Get Your Files Here !/03 - 2. Analyze Visit Data from an Outpatient Clinic Using Python/07 - Wait time analysis of the patient visit demo dataset Part 1.srt
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~Get Your Files Here !/03 - 2. Analyze Visit Data from an Outpatient Clinic Using Python/08 - Wait time analysis of the patient visit demo dataset Part 2.mp4
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~Get Your Files Here !/03 - 2. Analyze Visit Data from an Outpatient Clinic Using Python/08 - Wait time analysis of the patient visit demo dataset Part 2.srt
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~Get Your Files Here !/03 - 2. Analyze Visit Data from an Outpatient Clinic Using Python/09 - Correlation analysis of the patient visit demo dataset.mp4
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~Get Your Files Here !/03 - 2. Analyze Visit Data from an Outpatient Clinic Using Python/09 - Correlation analysis of the patient visit demo dataset.srt
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~Get Your Files Here !/03 - 2. Analyze Visit Data from an Outpatient Clinic Using Python/10 - Cost and insurance analysis of the patient visit demo dataset Part 1.mp4
12.3 MB
~Get Your Files Here !/03 - 2. Analyze Visit Data from an Outpatient Clinic Using Python/10 - Cost and insurance analysis of the patient visit demo dataset Part 1.srt
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~Get Your Files Here !/03 - 2. Analyze Visit Data from an Outpatient Clinic Using Python/11 - Cost and insurance analysis of the patient visit demo dataset Part 2.mp4
7.3 MB
~Get Your Files Here !/03 - 2. Analyze Visit Data from an Outpatient Clinic Using Python/11 - Cost and insurance analysis of the patient visit demo dataset Part 2.srt
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~Get Your Files Here !/04 - 3. Medication Demand Forecasting Using Python/01 - Explore the pharmacy sales demo dataset.mp4
14.2 MB
~Get Your Files Here !/04 - 3. Medication Demand Forecasting Using Python/01 - Explore the pharmacy sales demo dataset.srt
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~Get Your Files Here !/04 - 3. Medication Demand Forecasting Using Python/02 - Medication class analysis Part 1.mp4
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~Get Your Files Here !/04 - 3. Medication Demand Forecasting Using Python/02 - Medication class analysis Part 1.srt
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~Get Your Files Here !/04 - 3. Medication Demand Forecasting Using Python/03 - Medication class analysis Part 2.mp4
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~Get Your Files Here !/04 - 3. Medication Demand Forecasting Using Python/03 - Medication class analysis Part 2.srt
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~Get Your Files Here !/04 - 3. Medication Demand Forecasting Using Python/04 - Medication demand forecast using Prophet Part 1.mp4
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~Get Your Files Here !/04 - 3. Medication Demand Forecasting Using Python/04 - Medication demand forecast using Prophet Part 1.srt
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~Get Your Files Here !/04 - 3. Medication Demand Forecasting Using Python/05 - Medication demand forecast using Prophet Part 2.mp4
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~Get Your Files Here !/04 - 3. Medication Demand Forecasting Using Python/05 - Medication demand forecast using Prophet Part 2.srt
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~Get Your Files Here !/05 - 4. Patient Experience Analytics Using Python/01 - Explore laboratory patient experience demo dataset with Plotly.mp4
14.3 MB
~Get Your Files Here !/05 - 4. Patient Experience Analytics Using Python/01 - Explore laboratory patient experience demo dataset with Plotly.srt
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~Get Your Files Here !/05 - 4. Patient Experience Analytics Using Python/02 - Sentiment analysis of patient experience reviews using TextBlob.mp4
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~Get Your Files Here !/05 - 4. Patient Experience Analytics Using Python/02 - Sentiment analysis of patient experience reviews using TextBlob.srt
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~Get Your Files Here !/06 - 5. Public Health Facilities GeoSpatial Analysis Using Python/01 - Explore the public health facilities geolocation demo dataset using GeoPandas Part 1.mp4
15.2 MB
~Get Your Files Here !/06 - 5. Public Health Facilities GeoSpatial Analysis Using Python/01 - Explore the public health facilities geolocation demo dataset using GeoPandas Part 1.srt
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~Get Your Files Here !/06 - 5. Public Health Facilities GeoSpatial Analysis Using Python/02 - Explore the public health facilities geolocation demo dataset using GeoPandas Part 2.mp4
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~Get Your Files Here !/06 - 5. Public Health Facilities GeoSpatial Analysis Using Python/02 - Explore the public health facilities geolocation demo dataset using GeoPandas Part 2.srt
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~Get Your Files Here !/06 - 5. Public Health Facilities GeoSpatial Analysis Using Python/03 - Interactive map for public health facilities geolocation demo dataset using folium Part 1.mp4
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~Get Your Files Here !/06 - 5. Public Health Facilities GeoSpatial Analysis Using Python/03 - Interactive map for public health facilities geolocation demo dataset using folium Part 1.srt
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~Get Your Files Here !/06 - 5. Public Health Facilities GeoSpatial Analysis Using Python/04 - Interactive map for public health facilities geolocation demo dataset using folium Part 2.mp4
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~Get Your Files Here !/06 - 5. Public Health Facilities GeoSpatial Analysis Using Python/04 - Interactive map for public health facilities geolocation demo dataset using folium Part 2.srt
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~Get Your Files Here !/06 - 5. Public Health Facilities GeoSpatial Analysis Using Python/05 - Interactive map for public health facilities geolocation demo dataset using folium Part 3.mp4
14.3 MB
~Get Your Files Here !/06 - 5. Public Health Facilities GeoSpatial Analysis Using Python/05 - Interactive map for public health facilities geolocation demo dataset using folium Part 3.srt
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~Get Your Files Here !/07 - 6. Healthcare Data Wrangling Using Python/01 - Practical data manipulation and wrangling using pandas Part 1.mp4
19.6 MB
~Get Your Files Here !/07 - 6. Healthcare Data Wrangling Using Python/01 - Practical data manipulation and wrangling using pandas Part 1.srt
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~Get Your Files Here !/07 - 6. Healthcare Data Wrangling Using Python/02 - Practical data manipulation and wrangling using pandas Part 2.mp4
15.9 MB
~Get Your Files Here !/07 - 6. Healthcare Data Wrangling Using Python/02 - Practical data manipulation and wrangling using pandas Part 2.srt
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~Get Your Files Here !/08 - Conclusion/01 - Using Python to analyze your healthcare data.mp4
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~Get Your Files Here !/08 - Conclusion/01 - Using Python to analyze your healthcare data.srt
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~Get Your Files Here !/Bonus Resources.txt
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