Health Data Analytics and Visualization
( 25 Modules )

Module #1
Introduction to Health Data Analytics
Overview of the field, importance, and applications of health data analytics

Module #2
Healthcare Data Sources and Types
Exploring different sources of healthcare data, including EHRs, claims, and wearable devices

Module #3
Data Quality and Preprocessing
Importance of data quality, handling missing values, data normalization, and data transformation

Module #4
Descriptive Statistics for Healthcare Data
Applying descriptive statistics to healthcare data, including mean, median, mode, and standard deviation

Module #5
Data Visualization Fundamentals
Introduction to data visualization principles, including chart types, colors, and best practices

Module #6
Visualizing Healthcare Data with Tableau
Hands-on experience with Tableau, creating interactive dashboards and visualizations

Module #7
Introduction to R for Healthcare Data Analysis
Basics of R programming, data manipulation, and visualization using R

Module #8
Working with Healthcare Data in Python
Using Python libraries such as Pandas, NumPy, and Matplotlib for healthcare data analysis

Module #9
Predictive Modeling Fundamentals
Introduction to predictive modeling, including supervised and unsupervised learning

Module #10
Regression Analysis for Healthcare Data
Applying linear and logistic regression to healthcare data, including modeling and interpretation

Module #11
Decision Trees and Random Forests
Using decision trees and random forests for classification and regression tasks in healthcare

Module #12
Clustering and Dimensionality Reduction
Applying clustering algorithms (k-means, hierarchical) and dimensionality reduction techniques (PCA, t-SNE) to healthcare data

Module #13
Natural Language Processing for Healthcare
Introduction to NLP, text preprocessing, and text analysis using Python and R

Module #14
Social Determinants of Health and Data Analysis
Analyzing social determinants of health, including socioeconomic status, education, and environmental factors

Module #15
Healthcare Data Governance and Ethics
Importance of data governance, ethics, and regulatory compliance in healthcare data analytics

Module #16
Advanced Data Visualization with D3.js
Creating interactive and dynamic visualizations using D3.js

Module #17
Geospatial Analysis for Healthcare
Using geospatial analysis to understand healthcare trends and patterns

Module #18
Time Series Analysis for Healthcare
Applying time series analysis to healthcare data, including forecasting and anomaly detection

Module #19
Big Data Analytics for Healthcare
Introduction to big data analytics, including Hadoop, Spark, and NoSQL databases

Module #20
Machine Learning for Healthcare Imaging
Applying machine learning to healthcare imaging data, including image classification and segmentation

Module #21
Real-World Applications of Health Data Analytics
Case studies and real-world examples of health data analytics in action

Module #22
Healthcare Data Storytelling and Communication
Effective communication of healthcare data insights to non-technical stakeholders

Module #23
Health Data Analytics Project Development
Guided project development, applying health data analytics skills to a real-world problem

Module #24
Health Data Analytics Best Practices and Future Directions
Review of best practices, emerging trends, and future directions in health data analytics

Module #25
Course Wrap-Up & Conclusion
Planning next steps in Health Data Analytics and Visualization career

WIZAPE

ONLINE RESOURCES

ABOUT WIZAPE

ONLINE PORTAL

Our priority is to cultivate a vibrant community before considering the release of a token. By focusing on engagement and support, we can create a solid foundation for sustainable growth. Let’s build this together!

We're giving our website a fresh new look and feel! 🎉 Stay tuned as we work behind the scenes to enhance your experience.
Get ready for a revamped site that’s sleeker, and packed with new features. Thank you for your patience. Great things are coming!

CONTACT-US PRIVACY POLICY

Health Data Analytics and Visualization ( 25 Modules )

Health Data Analytics and Visualization
( 25 Modules )